From 6d00c535b8723592f699ed233b950f738d666736 Mon Sep 17 00:00:00 2001 From: Dixing Xu Date: Thu, 1 May 2025 19:57:01 +0800 Subject: [PATCH] fix: santize widgets --- .../categorical_features_parameters.ipynb | 25337 ---------------- classification/classification_tutorial.ipynb | 208 - .../multilabel_classification_tutorial.ipynb | 5287 ---- .../mlbootcamp_v_tutorial.ipynb | 96 - cross_validation/cv_tutorial.ipynb | 56 - events/2019_10_30_odsc_west.ipynb | 26 - events/2019_11_07_intel_hands_on.ipynb | 26 - events/2019_11_30_datastart.ipynb | 26 - events/2019_odsc_east/odsc_east_2019.ipynb | 208 - .../pydata_london_2019.ipynb | 26 - .../catboost_features.ipynb | 26 - .../Using_CatBoost_for_Apache_Spark.ipynb | 804 +- .../odsc_europe_2021.ipynb | 169 +- events/datastart_moscow_apr_27_2019.ipynb | 166 - .../intel_hands_on_moscow_oct_11_2019.ipynb | 26 - events/pydata_la_oct_21_2018.ipynb | 250 - events/pydata_moscow_oct_13_2018.ipynb | 208 - events/pydata_nyc_oct_19_2018.ipynb | 250 - .../select_features_tutorial.ipynb | 98 - 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] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -19551,20 +19439,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "29bc9eb6413a4cf48a03bc9fcf443670", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -22052,20 +21926,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b5aba279140147a7a9c342cc94f6dad7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -24079,20 +23939,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "27e5fe28a289484abe6b85e4a4cc0f75", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -26114,20 +25960,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2b0c7b865219429cb90e2ea01cf773e6", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -28151,20 +27983,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6b14ea8e18454c46af0b5d1fc74e9a62", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -28201,32 +28019,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.7" - }, - "widgets": { - "state": { - "1057714ebc614324aa3ba2cf69408966": { - "views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/events/2019_pydata_london/pydata_london_2019.ipynb b/events/2019_pydata_london/pydata_london_2019.ipynb index 4708fb1..c985c2d 100644 --- a/events/2019_pydata_london/pydata_london_2019.ipynb +++ b/events/2019_pydata_london/pydata_london_2019.ipynb @@ -1071,32 +1071,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.4" - }, - "widgets": { - "state": { - "1057714ebc614324aa3ba2cf69408966": { - "views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/events/2020_06_04_catboost_tutorial/catboost_features.ipynb b/events/2020_06_04_catboost_tutorial/catboost_features.ipynb index 368b765..c65f90b 100644 --- a/events/2020_06_04_catboost_tutorial/catboost_features.ipynb +++ b/events/2020_06_04_catboost_tutorial/catboost_features.ipynb @@ -715,32 +715,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" - }, - "widgets": { - "state": { - "1057714ebc614324aa3ba2cf69408966": { - "views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/events/2021_06_03_DataFest_Using_CatBoost_for_Apache_Spark_ru/Using_CatBoost_for_Apache_Spark.ipynb b/events/2021_06_03_DataFest_Using_CatBoost_for_Apache_Spark_ru/Using_CatBoost_for_Apache_Spark.ipynb index 9c47b99..054ebc2 100644 --- a/events/2021_06_03_DataFest_Using_CatBoost_for_Apache_Spark_ru/Using_CatBoost_for_Apache_Spark.ipynb +++ b/events/2021_06_03_DataFest_Using_CatBoost_for_Apache_Spark_ru/Using_CatBoost_for_Apache_Spark.ipynb @@ -146,34 +146,6 @@ "id": "848b5df0", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5f602bf6ffe248928a697219bf05410e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -199,36 +171,7 @@ "execution_count": 5, "id": "f7d3e0f5", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2c9e27ec249f42cd96f44dc58cfd0c78", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import tempfile" ] @@ -246,36 +189,7 @@ "execution_count": 6, "id": "a0c5da3d", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "da8d37202ed14256b067b1f8cb8e4ec3", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "from pyspark.ml.linalg import Vectors, VectorUDT\n", "\n", @@ -301,36 +215,7 @@ "execution_count": 7, "id": "54c47d0a", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "dccaacee65d54e439056ae89bed59ee6", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import catboost_spark" ] @@ -360,36 +245,7 @@ "execution_count": 8, "id": "65ee66fb", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e7a41cfa0c2f4466962d3a7fd4d6d59b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "def createSchema(\n", " schemaDesc, #Seq[(String,DataType)],\n", @@ -450,36 +306,7 @@ "execution_count": 9, "id": "a304b845", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1d08da0d910e4b64a167d695d570c6e5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "featureNames = [\"f1\", \"f2\", \"f3\"]" ] @@ -489,36 +316,7 @@ "execution_count": 10, "id": "480804dc", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c337290349da44219cad52afc101948b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "srcDataSchema = createSchema(\n", " [\n", @@ -535,36 +333,7 @@ "execution_count": 11, "id": "9e86195f", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "35f96fc0b0b249c28f6d33c99a9a99bf", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "srcData = [\n", " Row(Vectors.dense(0.1, 0.2, 0.11), 1.0),\n", @@ -581,36 +350,7 @@ "execution_count": 12, "id": "df0e224e", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5661ed20459f4f2b92bc136e43c6888e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "df = spark.createDataFrame(spark.sparkContext.parallelize(srcData), StructType(srcDataSchema))" ] @@ -621,34 +361,6 @@ "id": "6f4ab02f", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1e82bf61638d4cc09e9fd6c7986a9633", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -683,36 +395,7 @@ "execution_count": 15, "id": "f6d34ad8", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "0b4ff836ee9443e48f3d844a541ef33e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "classifier = (catboost_spark.CatBoostClassifier()\n", " .setIterations(20)\n", @@ -734,36 +417,7 @@ "execution_count": 16, "id": "befe4ff8", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "95f3997c6e1f4d218bc52ba118c168de", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "model = classifier.fit(df)" ] @@ -782,36 +436,7 @@ "execution_count": 17, "id": "7b303e66", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2f4781bd05b64bfc846946c36dd68020", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "predDf = model.transform(df)" ] @@ -822,34 +447,6 @@ "id": "21c66de3", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "39d68664e97e410e8036b99687ca0c2d", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -899,34 +496,6 @@ "id": "b82ebb74", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8d8a7d50f09b4ccdbc999aa83010841f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -972,36 +541,7 @@ "execution_count": 20, "id": "b4352806", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "0f4e0bcc95874c84845caec97b558eec", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "classifier.write().overwrite().save(\"s3a://aws-emr-resources-957875663655-us-east-2/my_classifier\")" ] @@ -1038,34 +578,6 @@ "id": "372c8e4f", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e59c0046083745598708e2c2600d0d8b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -1117,36 +629,7 @@ "execution_count": 47, "id": "19f19e70", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c6f3748b7e8344ceabff7ce2578dadd2", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "model_from_loaded = loaded_classifier.fit(df)" ] @@ -1172,36 +655,7 @@ "execution_count": 22, "id": "0e43ef03", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6d25dbb63ac84f85a6a2b6232032f9b4", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "model.write().overwrite().save(\"s3a://aws-emr-resources-957875663655-us-east-2/my_binclass_model\")" ] @@ -1212,34 +666,6 @@ "id": "b75e3dbc", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "fb3c0e6995294d58b2130632e22ac711", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -1302,34 +728,6 @@ "id": "aedc922e", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d26fb98ff3964d98a04db43fbf503aba", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -1366,36 +764,7 @@ "execution_count": 25, "id": "c5f14a5b", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "859ee682e50e4c999a508eac0c3158dc", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "trainPool = catboost_spark.Pool(df)" ] @@ -1414,34 +783,6 @@ "id": "db77e04a", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5036fc902d9444758af2b7d23f15cd96", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -1471,36 +812,7 @@ "execution_count": 30, "id": "804dd7b3", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b08478091a9e4aa6981f30654b934048", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "srcEvalData = [\n", " Row(Vectors.dense(0.0, 0.33, 1.1), 1.0),\n", @@ -1518,34 +830,6 @@ "id": "f6242d61", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "84099ac97861433d9f1a32caa25fb0c6", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -1588,34 +872,6 @@ "id": "5d2db685", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ee0ecea6ca0a43e38f387558feb29039", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stderr", "output_type": "stream", @@ -1700,34 +956,6 @@ "id": "af0d21af", "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3e61348b851f48f29687328bfdb77b54", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "FloatProgress(value=0.0, bar_style='info', description='Progress:', layout=Layout(height='25px', width='50%'),…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", diff --git a/events/2021_06_09_odsc_europe/odsc_europe_2021.ipynb b/events/2021_06_09_odsc_europe/odsc_europe_2021.ipynb index f04a573..86e8050 100644 --- a/events/2021_06_09_odsc_europe/odsc_europe_2021.ipynb +++ b/events/2021_06_09_odsc_europe/odsc_europe_2021.ipynb @@ -605,20 +605,6 @@ "execution_count": 12, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "97da0cd348274da98f2f973d500464b0", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -1254,20 +1240,6 @@ "execution_count": 24, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "440a62742eb049c89e1644bbdcbd1224", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -1405,20 +1377,6 @@ "execution_count": 25, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c61055212a6847ec9c71f6a1acd4d9dd", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -1475,22 +1433,7 @@ "cell_type": "code", "execution_count": 63, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3562fafab8de4de387a524f6b3245779", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "from catboost import cv\n", "\n", @@ -1707,20 +1650,6 @@ "execution_count": 34, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2aa0e17305aa469fbd119b2f00f296c2", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -3785,20 +3714,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3c03f3d1c36a4576814d2f65864173a7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -3856,20 +3771,6 @@ "execution_count": 36, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3e10278bc8de440e99a03371a064f3b1", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -6215,20 +6116,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ae05691446d441a8bfb2c0415155066c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -6525,20 +6412,6 @@ "execution_count": 84, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bd737172f4e84aa1aac8c483e87ae128", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -6896,20 +6769,6 @@ "execution_count": 93, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "349771360dd14beea3f59827fdb0e6c7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -6966,32 +6825,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" - }, - "widgets": { - "state": { - "1057714ebc614324aa3ba2cf69408966": { - "views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/events/datastart_moscow_apr_27_2019.ipynb b/events/datastart_moscow_apr_27_2019.ipynb index a2cc810..a6a793b 100644 --- a/events/datastart_moscow_apr_27_2019.ipynb +++ b/events/datastart_moscow_apr_27_2019.ipynb @@ -2562,20 +2562,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a6d23f46027c4fd08eea572bd88ccd42", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -4615,20 +4601,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3a07f867b5d84aaaa632f8927e1b3f10", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -6636,20 +6608,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4c83fb019cc94c1d8b35ff9270d7b965", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -8683,20 +8641,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "58d7f7d48a564c2e9cdae263ab955655", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -10964,20 +10908,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9becbc16e5884fb1aa959a8e7516644a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -13012,20 +12942,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "af4b7ca1fb734006b9d209ee0c3e966c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -15060,20 +14976,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "021f9b173f4d4d55ac60df2cc037d829", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -17260,20 +17162,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c86e9dc8316e4d2494a2a6abcc79febd", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -19828,20 +19716,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8b0dd1ca55af486aaf359cd9d0786f16", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -21855,20 +21729,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "605bcc4bd2304bf881842c2b4b851f13", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -21914,32 +21774,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" - }, - "widgets": { - "state": { - "1057714ebc614324aa3ba2cf69408966": { - "views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/events/intel_hands_on_moscow_oct_11_2019.ipynb b/events/intel_hands_on_moscow_oct_11_2019.ipynb index 4f771c1..350c843 100644 --- a/events/intel_hands_on_moscow_oct_11_2019.ipynb +++ b/events/intel_hands_on_moscow_oct_11_2019.ipynb @@ -936,32 +936,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" - }, - "widgets": { - "state": { - "1057714ebc614324aa3ba2cf69408966": { - "views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/events/pydata_la_oct_21_2018.ipynb b/events/pydata_la_oct_21_2018.ipynb index f890fd5..001f219 100644 --- a/events/pydata_la_oct_21_2018.ipynb +++ b/events/pydata_la_oct_21_2018.ipynb @@ -3224,20 +3224,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "50383c010c304ab4afe465a9ffee0c10", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -5248,20 +5234,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6fe0b05ae929456c89fbd3046b7de131", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -7288,20 +7260,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8829f8544aa144c7a2e94df99bc88e1b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -9333,20 +9291,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ebf229a449b040e4aa7e2d72147792f4", - "version_major": 2, - "version_minor": 0 - }, - 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] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -19475,20 +19363,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "447c85da2d564f4890220e78ff7eb230", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -22366,20 +22240,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f52baa02b8ad418ea07b4b50be5def76", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -24394,20 +24254,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ba81252dc8bb4d3e858b3627977b24ba", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -26627,20 +26473,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "902ccb0a2fef4f25b41b4697f325192a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -29023,20 +28855,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1536e93770b14eb48d913a0209269c87", - "version_major": 2, - "version_minor": 0 - 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] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -35645,20 +35435,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e1847556d61748cea1e37bb8c30ccb1a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -35846,32 +35622,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" - }, - "widgets": { - "state": { - "1057714ebc614324aa3ba2cf69408966": { - "views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/feature_selection/select_features_tutorial.ipynb b/feature_selection/select_features_tutorial.ipynb index 5e4ac74..02127ee 100644 --- a/feature_selection/select_features_tutorial.ipynb +++ b/feature_selection/select_features_tutorial.ipynb @@ -2438,20 +2438,6 @@ "metadata": {}, "output_type": "display_data" }, - 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"output_type": "display_data" - }, { "data": { "application/vnd.plotly.v1+json": { @@ -19351,20 +19281,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "129cca7a3cc84f7b80d6bed245b68a93", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "application/vnd.plotly.v1+json": { @@ -22520,20 +22436,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7012110e2c7140dcadc25ce2e9ca7f62", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "application/vnd.plotly.v1+json": { diff --git a/leaf_indexes_calculation/leaf_indexes_calculation_tutorial.ipynb b/leaf_indexes_calculation/leaf_indexes_calculation_tutorial.ipynb index 0e0b649..6a3221c 100644 --- a/leaf_indexes_calculation/leaf_indexes_calculation_tutorial.ipynb +++ b/leaf_indexes_calculation/leaf_indexes_calculation_tutorial.ipynb @@ -2087,20 +2087,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "32fcc6bdcba642b988bd0403786ee525", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", diff --git a/python_tutorial.ipynb b/python_tutorial.ipynb index 7d5045f..9a656d2 100644 --- a/python_tutorial.ipynb +++ b/python_tutorial.ipynb @@ -407,22 +407,7 @@ "cell_type": "code", "execution_count": 11, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "0c292d3acabb4c818f76d73fb0ac5f03", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "model.fit(\n", " X_train, y_train,\n", @@ -455,22 +440,7 @@ "cell_type": "code", "execution_count": 13, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5d740a481999493ea723de678e714428", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "cv_params = model.get_params()\n", "cv_params.update({\n", @@ -1137,22 +1107,7 @@ "cell_type": "code", "execution_count": 57, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f1e9bb188e6c48b6bc168ae5d6ebed2f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "model = CatBoostClassifier(iterations=50, random_seed=42, logging_level='Silent').fit(train_pool)\n", "eval_metrics = model.eval_metrics(validate_pool, [metrics.AUC()], plot=True)" @@ -1199,22 +1154,7 @@ "cell_type": "code", "execution_count": 62, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "36ab5a837f5d429cbd054a35d762da00", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "from catboost import MetricVisualizer\n", "widget = MetricVisualizer(['model_depth_1', 'model_depth_5'])\n", @@ -1479,18 +1419,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" - }, - "widgets": { - "state": { - "c26d03b66add4e078d26695cab837033": { - "views": [ - { - "cell_index": 21 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/python_tutorial_with_tasks.ipynb b/python_tutorial_with_tasks.ipynb index 1637559..0c903a8 100644 --- a/python_tutorial_with_tasks.ipynb +++ b/python_tutorial_with_tasks.ipynb @@ -2769,20 +2769,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d8d69a7eaf5441e1aa9fe54a98cf9caf", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -4900,20 +4886,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "716b8f5c45ef4b6eb1edd82715405e13", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -6950,20 +6922,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2b2bcff17f41445090fc65e0c88187cb", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -9010,20 +8968,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "00126566b6d046b6af3efff97de9e5da", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -11078,20 +11022,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6167875c04764ed49d371bb7e10a1715", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -13227,20 +13157,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8d95087ddbe44738b868a62a9a065527", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -15574,20 +15490,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d2026a05e64d4be3b885aeaff206de80", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -18146,20 +18048,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d1f980f02e7c42b0b60c7f3d07409bb7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -20220,20 +20108,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "19680c5bc1d14d3fac49853e95f9e5ab", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self=u'stretch', height=u'500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -20293,32 +20167,6 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" - }, - "widgets": { - "state": { - "1057714ebc614324aa3ba2cf69408966": { - "views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/regression/poisson.ipynb b/regression/poisson.ipynb index 468ba39..b033014 100644 --- a/regression/poisson.ipynb +++ b/regression/poisson.ipynb @@ -2650,20 +2650,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c1c9d1bc89c3486b990877ec8c243294", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -4724,20 +4710,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "cc5dfc59a47d43dbb7cfb95bc85377e1", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "MetricVisualizer(layout=Layout(align_self='stretch', height='500px'))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -6793,20 +6765,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e718c66c5aca436f9a5f1fe2c6a89428", - "version_major": 2, - 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{ - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1ff1b5f003924137846023cca72fe6a5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "TWV0cmljVmlzdWFsaXplcihkYXRhPXsnY2F0Ym9vc3RfaW5mbyc6IHsnY29udGVudCc6IHsnZGF0YSc6IHsnbWV0YSc6IHt1J25hbWUnOiB1J2V4cGVyaW1lbnQnLCB1J3Rlc3RfbWV0cmljcyfigKY=\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/plain": [ @@ -4608,20 +4594,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "de445a77f2bc40ff97adf9ef94f66f38", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "TWV0cmljVmlzdWFsaXplcihkYXRhPXsnbGVhcmluZ19yYXRlXzAuMDEnOiB7J2NvbnRlbnQnOiB7J2RhdGEnOiB7J21ldGEnOiB7dSduYW1lJzogdSdleHBlcmltZW50JywgdSd0ZXN0X21ldHLigKY=\n" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -6604,20 +6576,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - 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"views": [ - { - "cell_index": 17 - } - ] - }, - "8381e9eed05f4a03905ae8a56d7ab4ea": { - "views": [ - { - "cell_index": 48 - } - ] - }, - "f49684e8c5c44241bfe2c7f577f5cb41": { - "views": [ - { - "cell_index": 53 - } - ] - } - }, - "version": "1.2.0" } }, "nbformat": 4, diff --git a/sanitize_widgets.py b/sanitize_widgets.py new file mode 100644 index 0000000..7e2094c --- /dev/null +++ b/sanitize_widgets.py @@ -0,0 +1,53 @@ +#!/usr/bin/env python3 +""" +sanitize_widgets.py +------------------- +Make ipywidget outputs invisible to old nbformat validators **without** +clearing any other cell outputs. Works in-place, no backups created. + +Usage +----- + python sanitize_widgets.py +""" + +from pathlib import Path +import sys, nbformat + +WIDGET_MIME = "application/vnd.jupyter.widget-view+json" + +def fix_one(nb_path: Path) -> bool: + """Return True if the notebook was modified.""" + nb = nbformat.read(nb_path, as_version=4) + changed = False + + # Drop global widgets metadata + if nb.metadata.pop("widgets", None) is not None: + changed = True + + # Strip only the offending MIME bundle from code-cell outputs + for cell in nb.cells: + if cell.cell_type != "code" or "outputs" not in cell: # skip non-code / empty + continue + for out in list(cell.outputs): # iterate over *copy* + if getattr(out, "data", None) and WIDGET_MIME in out.data: + cell.outputs.remove(out) + changed = True + + if changed: + nbformat.write(nb, nb_path) + return changed + +def main(root: Path): + patched, untouched = 0, 0 + for nb_path in root.rglob("*.ipynb"): + if fix_one(nb_path): + patched += 1 + print(f"✔ fixed {nb_path.relative_to(root)}") + else: + untouched += 1 + print(f"Done: {patched} patched, {untouched} already clean.") + +if __name__ == "__main__": + if len(sys.argv) != 2: + sys.exit("Usage: python sanitize_widgets.py ") + main(Path(sys.argv[1]).expanduser().resolve())