Jingwei Zhang's repositories

pytorch-dnc

Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom

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malmo-challenge

Team: bacon-reloaded

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pytorch-trick-or-treat

Use pytorch the right way http://pytorch.org/docs/

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

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atari-rl

Atari - Deep Reinforcement Learning algorithms in TensorFlow

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capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

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chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人,21050首词。

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Convolution_LSTM_pytorch

Multi-layer convolution LSTM with Pytorch

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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dist_tuto.pth

PyTorch Distributed Tutorial

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dm_control

The DeepMind Control Suite and Package

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doom-py

ViZDoom Python wrapper

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fast-neural-style

pytorch implementation of fast-neural-style

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Flatabulous

This is a Flat theme for Ubuntu and other Gnome based Linux Systems.

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home-platform

A Household multimodal environment (HoME) based on the SUNCG indoor scenes dataset

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Practical_RL

A course in reinforcement learning in the wild

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pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

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pysc2-agents

This is a simple implementation of DeepMind's PySC2 RL agents.

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python3_with_pleasure

A short guide on features of Python 3

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pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

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pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

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pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

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stochastic_value_gradient

Implementation of (Learning Continuous Control Policies by Stochastic Value Gradients)[https://arxiv.org/abs/1510.09142]

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tensorflow

Computation using data flow graphs for scalable machine learning

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