darrenruan Goto Github PK

10-601pytorchtutorial

Recitation notebook for Pytorch for Deep Learning (Tiancheng Zhao)

100_numpy_exercises

100 Numpy Exercises which could help you improve your ability of NumPy

500lines

500 Lines or Less

ailearning

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

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。

benchmark_results

Visual Tracking Paper List

causal-gail

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

coursera

Quiz & Assignment of Coursera

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

data-structure-and-algorithm

CMU 95771 course project

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_pytorch

MOT tracking using deepsort yolo3 with pytorch

deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl_signal_control

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

demo-customer-churn-ann

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"

iou-tracker

Python implementation of the IOU Tracker

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.