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Jingwei Xu's Projects

mgp-rnn icon mgp-rnn

A TensorFlow implementation of "Accurate and Timely Real-Time Prediction of Sepsis Using an End-to-end Multitask Gaussian Process RNN Classifier", ICML 2017.

mocogan icon mocogan

MoCoGAN: Decomposing Motion and Content for Video Generation

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

nips_rl icon nips_rl

Code for NIPS 2017 learning to run challenge

nipspreview icon nipspreview

Scripts that generate .html to more easily see NIPS papers

ompl icon ompl

The Open Motion Planning Library (OMPL), mirror of:

osim-rl icon osim-rl

Reinforcement learning environments with musculoskeletal models

pix2pix icon pix2pix

Image-to-image translation using conditional adversarial nets

prednet icon prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pysc2 icon pysc2

StarCraft II Learning Environment

quaternet icon quaternet

Proposes neural networks that can generate animation of virtual characters for different actions.

redtail icon redtail

AI framework for autonomous mobile robotics.

reinforcement-learning icon reinforcement-learning

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

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