8000 MaxwellDeJong (Maxwell De Jong) · GitHub
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MaxwellDeJong/README.md

Maxwell De Jong

Languages and Tools

Python C C++ CUDA Cython Open MPI GitHub NumPy SciPy PyTorch Tensorflow scikit-learn pandas OpenCV

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  1. parallel_mcmc parallel_mcmc Public

    Parallel Markov Chain Monte Carlo implemented on CPU using MPI and GPU using CUDA.

    Cuda

  2. incan_gold_CFR incan_gold_CFR Public

    Applies deep counterfactual regret minimization to the game Incan Gold.

    Python 1

  3. lab_notebook_automation lab_notebook_automation Public

    A few simple bash scripts to automate daily entries into a latex lab notebook.

    Shell

  4. lost_cities_DQN lost_cities_DQN Public

    An implementation of lost cities that is suitable for reinforcement learning libraries and is solved using a deep Q-network.

    Python 3

  5. record_game_data record_game_data Public

    Python scripts to recorded frames and keyboard input to form a training set for a generic video game.

    Python 1

  6. train_game_data train_game_data Public

    Code to train a neural network to play generic video games using labelled training frames.

    Python

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