Yanzhe (Josh) Xu's repositories
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
awesome-tiny-object-detection
🕶 A curated list of Tiny Object Detection papers and related resources.
BlobGAN
The code is for the paper: "BlobGAN: Denoising Convexity-Consistent Generative Adversarial Network for Small Blob Detection and Segmentation"
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
covid-19-data
Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data
CVPR2020-Paper-Code-Interpretation
cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
design-patterns-for-humans
An ultra-simplified explanation to design patterns
free-programming-books-zh_CN
:books: 免费的计算机编程类中文书籍，欢迎投稿
gluon-nlp
NLP made easy
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！🚀
LeetHub
Automatically sync your leetcode solutions to your github account - top 5 trending GitHub repository
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
ml-blogs-that-are-worth-reading
Blogs and books on Machine Learning and Deep learning
practical-nlp
Official Repository for 'Practical Natural Language Processing' by O'Reilly
PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
python-coding-interview
A middle-to-high level algorithm book designed with coding interview at heart!
python_for_image_processing_APEER
https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
recommendation_papers
paper collection for recommendation aspet
sagemaker-spark
A Spark library for Amazon SageMaker.
Software-Architecture-Design
软件架构设计的流程，从项目立项--》项目需求--》项目设计--》项目开发
tesseract
Tesseract Open Source OCR Engine (main repository)
user-documentation
Documentation for those that use HHVM and write Hack code.
vscode-leetcode
Solve LeetCode problems in VS Code
web-advertising
Web Advertising BG - https://www.w3.org/community/web-adv/
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite