├── .gitignore ├── README.md ├── images ├── neuralnetworks.png ├── rbm.png └── rbm_vars.png ├── notebooks ├── Preprocessing MovieLens data.ipynb ├── Recommending movies using Cosine similarity.ipynb ├── Recommending movies using Restricted Boltzmann Machines.ipynb ├── Recommending movies using SVD Matrix Factorisation.ipynb └── Recommending movies using Truncated SVD.ipynb └── scripts └── fetch.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/README.md -------------------------------------------------------------------------------- /images/neuralnetworks.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/images/neuralnetworks.png -------------------------------------------------------------------------------- /images/rbm.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/images/rbm.png -------------------------------------------------------------------------------- /images/rbm_vars.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/images/rbm_vars.png -------------------------------------------------------------------------------- /notebooks/Preprocessing MovieLens data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/notebooks/Preprocessing MovieLens data.ipynb -------------------------------------------------------------------------------- /notebooks/Recommending movies using Cosine similarity.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/notebooks/Recommending movies using Cosine similarity.ipynb -------------------------------------------------------------------------------- /notebooks/Recommending movies using Restricted Boltzmann Machines.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/notebooks/Recommending movies using Restricted Boltzmann Machines.ipynb -------------------------------------------------------------------------------- /notebooks/Recommending movies using SVD Matrix Factorisation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/notebooks/Recommending movies using SVD Matrix Factorisation.ipynb -------------------------------------------------------------------------------- /notebooks/Recommending movies using Truncated SVD.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/notebooks/Recommending movies using Truncated SVD.ipynb -------------------------------------------------------------------------------- /scripts/fetch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhmathur96/movie-recommendations/HEAD/scripts/fetch.py --------------------------------------------------------------------------------