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  1. vib vib Public

    Theory and PyTorch implementation of Deep Variational Information Bottleneck

    Jupyter Notebook 22 3

  2. svm svm Public

    L1-SVM & L2-SVM optimised using Log barrier Interior point and Sequential Minimal Optimisation (SMO) algorithms.

    Jupyter Notebook 4 4

  3. aldm aldm Public

    UCL MSc Machine Learning Thesis, 2020: Generalisation in Reinforcement Learning with Action-specific Latent Distribution Matching

    Python 1

  4. apappu97/WAKU apappu97/WAKU Public

    WAKU: Hoyer-Square regularisation for sparse word embeddings. Final Project for NLP, UCL MSc Machine Learning 2020

    Python 3

  5. aup aup Public

    PyTorch implementation of Avoiding Side Effects in Complex Environments in the OpenAI Procgen Benchmark.

    Python

  6. gan gan Public

    Theory and PyTorch implementations of Generative Adversarial Networks.

    Jupyter Notebook