├── .gitignore ├── .travis.yml ├── 1. Feed-forward Deep Neural Networks.ipynb ├── 2. Support Vector Machines, Decision Trees, and Random Forests.ipynb ├── 3. Timeseries Regression.ipynb ├── 4. K-means clustering and unsupervised learning.ipynb ├── 5. Dimensionality Reduction via Principal Component Analysis.ipynb ├── LICENSE ├── appveyor.yml ├── datasets ├── kmeans │ └── imgs │ │ ├── leo_bb.png │ │ └── mario.png ├── mnist │ └── mnist.pkl.gz └── timeseries │ ├── day_ahead_market_lbmp.csv.gz │ ├── real_time_market_lbmp.csv.gz │ └── weather_forecast.csv.gz ├── environment.yml └── test └── test_notebook.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/.travis.yml -------------------------------------------------------------------------------- /1. Feed-forward Deep Neural Networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/1. Feed-forward Deep Neural Networks.ipynb -------------------------------------------------------------------------------- /2. Support Vector Machines, Decision Trees, and Random Forests.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/2. Support Vector Machines, Decision Trees, and Random Forests.ipynb -------------------------------------------------------------------------------- /3. Timeseries Regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/3. Timeseries Regression.ipynb -------------------------------------------------------------------------------- /4. K-means clustering and unsupervised learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/4. K-means clustering and unsupervised learning.ipynb -------------------------------------------------------------------------------- /5. Dimensionality Reduction via Principal Component Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/5. Dimensionality Reduction via Principal Component Analysis.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/LICENSE -------------------------------------------------------------------------------- /appveyor.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/appveyor.yml -------------------------------------------------------------------------------- /datasets/kmeans/imgs/leo_bb.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/datasets/kmeans/imgs/leo_bb.png -------------------------------------------------------------------------------- /datasets/kmeans/imgs/mario.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/datasets/kmeans/imgs/mario.png -------------------------------------------------------------------------------- /datasets/mnist/mnist.pkl.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/datasets/mnist/mnist.pkl.gz -------------------------------------------------------------------------------- /datasets/timeseries/day_ahead_market_lbmp.csv.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/datasets/timeseries/day_ahead_market_lbmp.csv.gz -------------------------------------------------------------------------------- /datasets/timeseries/real_time_market_lbmp.csv.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/datasets/timeseries/real_time_market_lbmp.csv.gz -------------------------------------------------------------------------------- /datasets/timeseries/weather_forecast.csv.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/datasets/timeseries/weather_forecast.csv.gz -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/environment.yml -------------------------------------------------------------------------------- /test/test_notebook.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adicu/AccessibleML/HEAD/test/test_notebook.py --------------------------------------------------------------------------------