From 846f5748f0f703e9964d149b3b39a79dc0d74f6e Mon Sep 17 00:00:00 2001
From: ROSPARS Benoit <benoit.rospars@inria.fr>
Date: Fri, 11 Dec 2020 14:32:36 +0100
Subject: [PATCH] Add readme and update notebooks list
---
README.md | 24 +++++++++++
notebooks.json | 113 ++++++++++++++++++++++++++++++++++---------------
2 files changed, 102 insertions(+), 35 deletions(-)
create mode 100644 README.md
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..ced2b3d
--- /dev/null
+++ b/README.md
@@ -0,0 +1,24 @@
+# Mooc Scikit-Learn Model
+
+This repository is used to initialized learners environment by downloading notebooks and datasets from https://github.com/INRIA/scikit-learn-mooc. This is used to et a reset url and to filter out solution notebooks.
+
+To manually update (using javascript console):
+
+```js
+const baseUrl = "https://github.com/INRIA/scikit-learn-mooc/raw/master/"
+let datasets, notebooks;
+
+fetch('https://api.github.com/repos/INRIA/scikit-learn-mooc/contents/datasets')
+.then(function(response) {
+ return response.json()
+}).then(function(data) {
+ datasets = data.map(item => item.path)
+ return fetch('https://api.github.com/repos/INRIA/scikit-learn-mooc/contents/notebooks')
+}).then(function(response) {
+ return response.json()
+}).then(function(data) {
+ // Filter out solutions
+ notebooks = data.map(item => item.path).filter(item => item.indexOf('sol') === -1)
+ console.log(JSON.stringify({baseUrl, notebooks, datasets}, null, 2))
+});
+```
diff --git a/notebooks.json b/notebooks.json
index 8da9548..346235f 100644
--- a/notebooks.json
+++ b/notebooks.json
@@ -1,36 +1,79 @@
{
- "baseUrl": "https://github.com/INRIA/scikit-learn-mooc/raw/master/",
- "notebooks": [
- "notebooks/01_tabular_data_exploration.ipynb",
- "notebooks/02_numerical_pipeline.ipynb",
- "notebooks/02_numerical_pipeline_ex_01.ipynb",
- "notebooks/02_numerical_pipeline_scaling.ipynb",
- "notebooks/03_categorical_pipeline.ipynb",
- "notebooks/03_categorical_pipeline_column_transformer.ipynb",
- "notebooks/03_categorical_pipeline_ex_01.ipynb",
- "notebooks/03_categorical_pipeline_ex_02.ipynb",
- "notebooks/04_parameter_tuning.ipynb",
- "notebooks/04_parameter_tuning_ex_01.ipynb",
- "notebooks/04_parameter_tuning_ex_02.ipynb",
- "notebooks/04_parameter_tuning_search.ipynb",
- "notebooks/cross_validation.ipynb",
- "notebooks/dev_features_importance.ipynb",
- "notebooks/ensemble.ipynb",
- "notebooks/feature_selection.ipynb",
- "notebooks/linear_models.ipynb",
- "notebooks/metrics.ipynb",
- "notebooks/trees.ipynb"
- ],
- "datasets": [
- "datasets/adult-census-numeric-all.csv",
- "datasets/adult-census-numeric-test.csv",
- "datasets/adult-census-numeric.csv",
- "datasets/adult-census.csv",
- "datasets/blood_transfusion.csv",
- "datasets/cps_85_wages.csv",
- "datasets/house_prices.csv",
- "datasets/penguins.csv",
- "datasets/penguins_classification.csv",
- "datasets/penguins_regression.csv"
- ]
-}
\ No newline at end of file
+ "baseUrl": "https://github.com/INRIA/scikit-learn-mooc/raw/master/",
+ "notebooks": [
+ "notebooks/01_tabular_data_exploration.ipynb",
+ "notebooks/02_numerical_pipeline_ex_01.ipynb",
+ "notebooks/02_numerical_pipeline_hands_on.ipynb",
+ "notebooks/02_numerical_pipeline_introduction.ipynb",
+ "notebooks/02_numerical_pipeline_scaling.ipynb",
+ "notebooks/03_categorical_pipeline.ipynb",
+ "notebooks/03_categorical_pipeline_column_transformer.ipynb",
+ "notebooks/03_categorical_pipeline_ex_01.ipynb",
+ "notebooks/03_categorical_pipeline_ex_02.ipynb",
+ "notebooks/04_parameter_tuning.ipynb",
+ "notebooks/04_parameter_tuning_ex_01.ipynb",
+ "notebooks/04_parameter_tuning_ex_02.ipynb",
+ "notebooks/04_parameter_tuning_search.ipynb",
+ "notebooks/cross_validation_baseline.ipynb",
+ "notebooks/cross_validation_ex_01.ipynb",
+ "notebooks/cross_validation_ex_02.ipynb",
+ "notebooks/cross_validation_ex_03.ipynb",
+ "notebooks/cross_validation_ex_04.ipynb",
+ "notebooks/cross_validation_ex_05.ipynb",
+ "notebooks/cross_validation_grouping.ipynb",
+ "notebooks/cross_validation_nested.ipynb",
+ "notebooks/cross_validation_stratification.ipynb",
+ "notebooks/cross_validation_time.ipynb",
+ "notebooks/cross_validation_train_test.ipynb",
+ "notebooks/dev_features_importance.ipynb",
+ "notebooks/ensemble_adaboost.ipynb",
+ "notebooks/ensemble_bagging.ipynb",
+ "notebooks/ensemble_ex_01.ipynb",
+ "notebooks/ensemble_ex_02.ipynb",
+ "notebooks/ensemble_ex_03.ipynb",
+ "notebooks/ensemble_ex_04.ipynb",
+ "notebooks/ensemble_ex_05.ipynb",
+ "notebooks/ensemble_gradient_boosting.ipynb",
+ "notebooks/ensemble_hist_gradient_boosting.ipynb",
+ "notebooks/ensemble_hyperparameters.ipynb",
+ "notebooks/ensemble_introduction.ipynb",
+ "notebooks/ensemble_random_forest.ipynb",
+ "notebooks/feature_selection_ex_01.ipynb",
+ "notebooks/feature_selection_introduction.ipynb",
+ "notebooks/feature_selection_limitation_model.ipynb",
+ "notebooks/linear_models_ex_01.ipynb",
+ "notebooks/linear_models_ex_02.ipynb",
+ "notebooks/linear_models_ex_03.ipynb",
+ "notebooks/linear_models_ex_04.ipynb",
+ "notebooks/linear_models_ex_05.ipynb",
+ "notebooks/linear_models_regularization.ipynb",
+ "notebooks/linear_regression_in_sklearn.ipynb",
+ "notebooks/linear_regression_non_linear_link.ipynb",
+ "notebooks/linear_regression_without_sklearn.ipynb",
+ "notebooks/logistic_regression.ipynb",
+ "notebooks/logistic_regression_non_linear.ipynb",
+ "notebooks/metrics_classification.ipynb",
+ "notebooks/metrics_ex_01.ipynb",
+ "notebooks/metrics_ex_02.ipynb",
+ "notebooks/metrics_regression.ipynb",
+ "notebooks/trees_classification.ipynb",
+ "notebooks/trees_dataset.ipynb",
+ "notebooks/trees_ex_01.ipynb",
+ "notebooks/trees_ex_02.ipynb",
+ "notebooks/trees_hyperparameters.ipynb",
+ "notebooks/trees_regression.ipynb"
+ ],
+ "datasets": [
+ "datasets/README.md",
+ "datasets/adult-census-numeric-all.csv",
+ "datasets/adult-census-numeric-test.csv",
+ "datasets/adult-census-numeric.csv",
+ "datasets/adult-census.csv",
+ "datasets/blood_transfusion.csv",
+ "datasets/cps_85_wages.csv",
+ "datasets/house_prices.csv",
+ "datasets/penguins.csv",
+ "datasets/penguins_classification.csv",
+ "datasets/penguins_regression.csv"
+ ]
+}
--
GitLab