igni-c

work4walmart-r

this is a homework for ML course and is also a competition in kaggle for forecasting weekly-sales for walmart

AI_HW

this is the homework for AI experiment

ailab

CheXNet

A pytorch reimplementation of CheXNet

cider

python codes for CIDEr - Consensus-based Image Caption Evaluation

coco-caption

Computational-Statistic

the experiment of CS course

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

DeepRLHacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

FastMaskRCNN

Mask RCNN in TensorFlow

githubTest

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

JavaWeb

a test github proj

keras-rl

Deep Reinforcement Learning for Keras.

MIXER

Mixed Incremental Cross-Entropy REINFORCE ICLR 2016

mlsh

MSDN

This is our PyTorch implementation of Multi-level Scene Description Network (MSDN) proposed in our ICCV 2017 paper.

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

new-pac

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

reinforcement-learning

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

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

self-critical.pytorch

Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning

snn4hrl

Stochastic Neural Networks for Hierarchical Reinforcement Learning

sonnet

TensorFlow-based neural network library

SpanABSA

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

Transformer_Captioning

Use transformer for captioning

yiguqingliu_demo