Pinned Repositories
-
:fish::fish::fish: 机器学习面试复习资源
2022-7-18-rlkit
Collection of reinforcement learning algorithms
2022-7-6-MetaIRL
Meta-Inverse Reinforcement Learning with Probabilistic Context Variables
C20-oyster
Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)
garage
A toolkit for reproducible reinforcement learning research.
metaworld
An open source robotics benchmark for meta- and multi-task reinforcement learning
Spectral-Trajectory-and-Behavior-Prediction
This is the code base for Trajectory and Driver Behavior Prediction in Autonomous Vehicles using Spectral Graph Theory
tensorflow_practice
tensorflow实战练习,包括强化学习、推荐系统、nlp等
tf2rl-2022-5-23
TensorFlow2 Reinforcement Learning
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
qinghuachen007's Repositories
qinghuachen007/GRIP
qinghuachen007/YOWO
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization
qinghuachen007/STIP
qinghuachen007/ShapeCompletion3DTracking
Code for Leveraging Shape Completion for 3D Siamese Tracking
qinghuachen007/STR-PIP
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction
qinghuachen007/pytorch-lstm-by-hand
A small and simple tutorial on how to craft a LSTM nn.Module by hand on PyTorch.
qinghuachen007/2022-7-9-rl_swiss
qinghuachen007/Spectral-Trajectory-and-Behavior-Prediction
This is the code base for Trajectory and Driver Behavior Prediction in Autonomous Vehicles using Spectral Graph Theory
qinghuachen007/human-action-classification
This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.
qinghuachen007/uda
Unsupervised Data Augmentation (UDA)
qinghuachen007/Bayesian-Crowd-Counting
Official Implement of ICCV 2019 oral paper Bayesian Loss for Crowd Count Estimation with Point Supervision
qinghuachen007/seq2seq_chatbot
基于seq2seq模型的简单对话系统的tf实现,具有embedding、attention、beam_search等功能,数据集是Cornell Movie Dialogs
qinghuachen007/Self-Driving-Cars
Coursera Open Courses from University of Toronto
qinghuachen007/socialways
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs
qinghuachen007/Rainbow-1
A Tensorflow 2.0 Implementation of the Rainbow Reinforcement Learning Algorithm. https://arxiv.org/abs/1710.02298
qinghuachen007/ActionDetection-DBG
qinghuachen007/ViP
Video Platform for Action Recognition and Object Detection in Pytorch
qinghuachen007/self-driving-car
The Udacity open source self-driving car project
qinghuachen007/Realtime-Action-Recognition
Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)
qinghuachen007/Pedestrian_Trajectory_Prediction
Implementation of Recurrent Neural Networks for future trajectory prediction of pedestrians.
qinghuachen007/R-C3D
code for R-C3D
qinghuachen007/cs131_notes
Class notes for CS 131.
qinghuachen007/python_data_structures_and_algorithms
Python 中文数据结构和算法教程
qinghuachen007/UDA_pytorch
UDA(Unsupervised Data Augmentation) implemented by pytorch
qinghuachen007/tensorflow_practice
tensorflow实战练习,包括强化学习、推荐系统、nlp等
qinghuachen007/TrackNPred
This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains implementations for several trajectory prediction methods including Social-GAN and TraPHic.
qinghuachen007/hri-fall2019
qinghuachen007/maml_rl
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
qinghuachen007/transformer-tf2
🤖 Transformer implemented as Tensorflow 2.0
qinghuachen007/deep_reinforcement_abstract_lfd
Learnign high-level reasoning of human interactions in a scoial greeting using deep reinforcement learning