SJTUzhanglj

FCN

This is a Pytorch implementation of FCN8s[1] for semantic segmentation.

nn4nlp2017-code-pytorch

Code Samples from Neural Networks for NLP

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-deep-vision

A curated list of deep learning resources for computer vision

chinese_im2text.pytorch

PyTorch implementation of Chinese image captioning on AI_challenger dataset

conditional-similarity-networks

dml

D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency

every-programmer-should-know

A collection of (mostly) technical things every software developer should know

gps

Guided Policy Search

mmd

models

Models and examples built with TensorFlow

pix2pix

Image-to-image translation using conditional adversarial nets

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pytorch-flows

PyTorch implementations of algorithms for density estimation

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

reinforcement-learning

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

SJTUzhanglj.github.io

tensorflow

Computation using data flow graphs for scalable machine learning

tensorpack

Neural Network Toolbox on TensorFlow

tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

triplet-network-pytorch

ur