ailearn's repositories
control-and-system-book
textbook about control, robotics, system
imbalanced-ensemble
A Python toolbox for quick implementing and deploying ensemble imbalanced learning algorithms. | 在类别不平衡/长尾分布数据上快速部署集成学习算法
insightface
Face Analysis Project on MXNet
ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark".
awesome-awesome-machine-learning
A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。
awesome-cs-books
经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等
blind_watermark
Blind&Invisible Watermark ，图片盲水印，提取水印无须原图！
chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
decisiontree-randomforest-adaboost-GBDT-xgboost-lightGBM-catBoost
Focus on decision tree and derivatives
ffmpeg_develop_doc
2022年，最新ffmpeg资料整理，项目（调试可用），命令手册，文章，编解码论文，视频讲解，面试题全套资料
flask
The Python micro framework for building web applications.
forecasting
Time Series Forecasting Best Practices & Examples
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
HelloGitHub
:octocat: 分享 GitHub 上有趣、入门级的开源项目
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Introduction-NLP
HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
mpc.pytorch
A fast and differentiable model predictive control (MPC) solver for PyTorch.
PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
PathPlanning
Common used path planning algorithms with animations.
pycdc
C++ python bytecode disassembler and decompiler
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
recommenders
Best Practices on Recommendation Systems
self-paced-ensemble
ICDE'20 | A general & effective ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架
skyline
Anomaly detection
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Time-Series-Library
A Library for Advanced Deep Time Series Models.