DarrenRuan

Causal-GAIL

Code for Causal GAIL. "Learning human driving behaviors with sequential causal imitation learning", AAAI-22.

Vehicle-Counting

Video-based vehicle counting system built with Python/OpenCV/Tensorflow.

Awesome-CS-Books

:books: Awesome CS Books/Series(.pdf by git lfs) Warehouse for Geeks, ProgrammingLanguage, SoftwareEngineering, Web, AI, ServerSideApplication, Infrastructure, FE etc. :dizzy: 优秀计算机科学与技术领域相关的书籍归档。

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

CS285_Fa19_Deep_Reinforcement_Learning

My solutions to UC Berkeley CS285 (originally CS294-112, deeprlcourse) Fall 2019 assignments

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

darrenruan.github.io

Darren's Personal Website

DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

e-maxx-eng

Translation of http://e-maxx.ru into English

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

jsalt-2019-mt-tutorial

MT Tutorial for the JSALT 2019 Summer School

keras-yolo3

Training and Detecting Objects with YOLO3

keras-yolo3-1

A Keras implementation of YOLOv3 (Tensorflow backend)

kg-2019

2019年百度的三元组抽取比赛，“科学空间队”源码

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

MLQuestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

models

Models and examples built with TensorFlow

OpenLabeling

Label images and video for Computer Vision applications

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

sh

A shell parser, formatter, and interpreter with bash support; includes shfmt

tensorflow_object_counting_api

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow that makes it easy to develop object counting systems!

vehicle_counting_tensorflow

"MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

vinaysomawat.github.io

Portfolio Webpage

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

zhouzhou