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Jeremy Ma's Projects

prog_nn icon prog_nn

A Quick and Dirty Progressive Neural Network written in TensorFlow.

pygta5 icon pygta5

Explorations of Using Python to play Grand Theft Auto 5.

pymc3 icon pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

pypad icon pypad

A simple customizable cross-platform notepad

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pysyft icon pysyft

A library for encrypted, privacy preserving deep learning - based on PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-mobilenet icon pytorch-mobilenet

PyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications"

rbdn icon rbdn

Recursively Branched Deconvolutional Network: DCNN architecture for "Generalized Deep Image to Image Regression." CVPR2017 (Spotlight).

reinforcement-learning-1 icon reinforcement-learning-1

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

relax icon relax

Optimizing control variates for black-box gradient estimation

santosnet icon santosnet

A self driving car in GTAV that uses the Xception deep neural network model with DeepGTAV

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