XuJing1022

HiT-MAC

This repository is the official implementation of Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks.

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

cs224n-learning-camp

deep-person-reid

Pytorch implementation of deep person re-identification models.

DREAM

rnn based model for recommendations

DSN

This repository is a pure environment of DSNs.

fastText

Library for fast text representation and classification.

GLM

GLM (General Language Model)

gym-unrealcv

Unreal environments for reinforcement learning

homework

Assignments for CS294-112.

Improved-Boosting-Alg

interpret

Fit interpretable models. Explain blackbox machine learning.

mannequinchallenge

Inference code and trained models for "Learning the Depths of Moving People by Watching Frozen People."

mega.pytorch

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

multi-agent-emergence-environments

Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"

perceptron

person-reid-triplet-loss-baseline

Rank-1 89% (Single Query) on Market1501 with raw triplet loss, In Defense of the Triplet Loss for Person Re-Identification, using Pytorch

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

Recurrent-Point-Process

Modeling the asynchronous event sequence via Recurrent Point Process

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

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

ResNet

rlkit

Collection of reinforcement learning algorithms

vae

a simple vae and cvae from keras

Video-Person-ReID

Video-based Person ReID Method Implementations on MARS