├── .gitignore ├── 01 - Introduction to Scikit-learn.ipynb ├── 02 - Unsupervised Transformers.ipynb ├── 03 - Cross-validation.ipynb ├── 04 - Grid Searches for Hyper Parameters.ipynb ├── 05 - Preprocessing and Pipelines.ipynb ├── 06 - Working With Text Data.ipynb ├── 07 - Out Of Core Learning.ipynb ├── 08 - Out Of Core Learning for Text.ipynb ├── LICENSE ├── Readme.md ├── data └── aclImdb.tar.bz2 ├── machine-learning-with-scikit-learn-nyc-ml-meetup-2016.odp └── machine-learning-with-scikit-learn-nyc-ml-meetup-2016.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/.gitignore -------------------------------------------------------------------------------- /01 - Introduction to Scikit-learn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/01 - Introduction to Scikit-learn.ipynb -------------------------------------------------------------------------------- /02 - Unsupervised Transformers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/02 - Unsupervised Transformers.ipynb -------------------------------------------------------------------------------- /03 - Cross-validation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/03 - Cross-validation.ipynb -------------------------------------------------------------------------------- /04 - Grid Searches for Hyper Parameters.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/04 - Grid Searches for Hyper Parameters.ipynb -------------------------------------------------------------------------------- /05 - Preprocessing and Pipelines.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/05 - Preprocessing and Pipelines.ipynb -------------------------------------------------------------------------------- /06 - Working With Text Data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/06 - Working With Text Data.ipynb -------------------------------------------------------------------------------- /07 - Out Of Core Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/07 - Out Of Core Learning.ipynb -------------------------------------------------------------------------------- /08 - Out Of Core Learning for Text.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/08 - Out Of Core Learning for Text.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/LICENSE -------------------------------------------------------------------------------- /Readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/Readme.md -------------------------------------------------------------------------------- /data/aclImdb.tar.bz2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/data/aclImdb.tar.bz2 -------------------------------------------------------------------------------- /machine-learning-with-scikit-learn-nyc-ml-meetup-2016.odp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/machine-learning-with-scikit-learn-nyc-ml-meetup-2016.odp -------------------------------------------------------------------------------- /machine-learning-with-scikit-learn-nyc-ml-meetup-2016.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/ml_meetup_nyc_2016/HEAD/machine-learning-with-scikit-learn-nyc-ml-meetup-2016.pdf --------------------------------------------------------------------------------