MLAlgorithms:Minimal and clean examples of machine learning algorithms implementations
Statistical learning methods 笔记: Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
advisor:Open-source implementation of Google Vizier for hyper parameters tuning
ML-From-Scratch:Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility.
Machine-Learning-From-Scratch: 常用机器学习的算法简洁实现
AI Alpha:Use unsupervised and supervised learning to predict stocks
Gradio: Create UIs for your machine learning model in Python in 3 minutes
Person Relation Knowledge Graph:ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。
restricted-boltzmann-machines:Restricted Boltzmann Machines in Python.
Recommendation System: Book recommender system using collaborative filtering based on Spark
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Adversarial Nets Papers: Awesome paper list with code about generative adversarial nets
eat_tensorflow2_in_30_days:Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
PyTorch-GAN: PyTorch implementations of Generative Adversarial Networks.
Keras-GAN: Keras implementations of Generative Adversarial Networks
WGAN-tensorflow: a tensorflow implementation of WGAN
GAAL-based-outlier-detection:Generative Adversarial Active Learning for Unsupervised Outlier Detection
WassersteinGAN: Wasserstein GAN, Code accompanying the paper "Wasserstein GAN"
Chinese poemgenerator: 唐诗、宋词生成器 LSTM
Deep Learning Flappy Bird: Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Image-Text-Embedding: TOMM2020 Dual-Path Convolutional Image-Text Embedding
neural style audio tf: TensorFlow implementation for audio neural style.
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CVPR2021-Papers-with-Code: CVPR 2021 论文和开源项目合集
image-to-image-papers:🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)
tensorflow-vgg: VGG19 and VGG16 on Tensorflow
pytorch-msssim: PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss
FacialCartoonization:Imporved performance on facial image cartoonizaiton
Face Mask Detection:开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
Face_Detection: CVPR2015 Cascade CNNs for Face Detection
super_resolution: ICCV2015 Image Super-Resolution Using Deep Convolutional Networks
vid2vid:Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation
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PI-REC: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画
SLBR-Visible-Watermark-Removal: About [ACM MM 2021] Visible Watermark Removal via Self-calibrated Localization and Background Refinement
Rethinking-Inpainting-MEDFE: Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral
Deoldify: A Deep Learning based project for colorizing and restoring old images (and video!)
Egde-Connect:EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
lama: LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
MPRNet: Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for Image deblurring, deraining, and denoising.
WDNet: Watermark-Decomposition Network for Visible Watermark Removal
automatic-watermark-detection:automatic watermark detection and remove
noise2noise: Remove watermark.By adding dilation rate, get better results.
n2n-watermark-remove:基于noise2noise修改的深度学习去水印项目。
Deep-Video-Inpainting: Official pytorch implementation for "Deep Video Inpainting" (CVPR 2019)
inpaint: Inpaint is a C++ library providing image inpainting algorithms
Anime-InPainting: An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵
video-object-removal:Just draw a bounding box and you can remove the object you want to remove.
Delete logo:去水印 视频水印 可选位置 ffmpeg
partialconv: A New Padding Scheme: Partial Convolution based Padding
White-box-Cartoonization: Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”
Video2X: A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.
quick draw mask:Quick Draw Irregular Mask Dataset
h blind: Extraction of watermark embedded with E_BLIND method on multiple digital works.
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Yolov5_DeepSort_Pytorch: Detecting Objects with YOLO5
Multi-Camera-Live-Object-Tracking: Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask
keras-yolo3: Training and Detecting Objects with YOLO3
Multitarget-tracker: About Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter
multiple-object-tracking: Based on C++ ,combine state of art deep neural network based detectors with most efficient trackers to solve motion based multiple objects tracking problems
SiamMask: CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
amazoncaptcha: Pure Python, lightweight, Pillow-based solver for Amazon's text captcha.
awesome-captcha: Curated list of awesome captcha libraries and crack tools.
uncaptcha2:defeating the latest version of ReCaptcha with 91% accuracy
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hurst : Hurst exponent evaluation and R/S-analysis in Python
awesome-quant: 中国的Quant相关资源索引
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cryptofeed: Cryptocurrency Exchange Websocket Data Feed Handler
BitcoinExchangeFH: Cryptocurrency exchange market data feed handler
crypto scanner:My Crypto Exchange Scanner
FinRL: FinRL: Financial Reinforcement Learning Framework. Please star. 🔥--哥大开源“FinRL”: 一个用于量化金融自动交易的深度强化学习库
Sentiment-Analysis-in-Event-Driven-Stock-Price-Movement-Prediction:Using NLP analysis sentiment predicted stock price
Awesome-Quant-Machine-Learning-Trading: Quant/Algorithm trading resources with an emphasis on Machine Learning
Personae: Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
rl_trading: An environment to high-frequency trading agents under reinforcement learning
Deep Learning In Finance: Deep Learning In Finance
CNN Stock Market Prediction: Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.
Stock Market prediction using news headlines: Predicting the stock market with sentiment analysis and LSTM techniques
StockPredictionRNN: High Frequency Trading Price Prediction using LSTM Recursive Neural Networks
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Quant Reaseach: Quantitative analysis, strategies and backtests
awesome-TS-anomaly-detection:List of tools & datasets for anomaly detection on time-series data.
limit-order-book: Bitstamp real time console based limit order book
PythonMatchingEngine:High performance trading Matching Engine / Market Simulator using Level 3 Market Data for realistic simulation of High Frequency Trading Strategies
Techan:A visual, technical analysis and charting (Candlestick, OHLC, indicators) library built on D3.
python ta: Technical Analysis Library using Pandas and Numpy
dataframe data sever:DataFrame Server for Financial Timeseries Data
js kine: 一个 javascript K线插件. A K line library written in javascript.
zipline:Zipline, a Pythonic Algorithmic Trading Library
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HFT analysis: Analysis of High Frequency Trading on Bitcoin exchanges
roq-api: The Roq C++17 API used for Live Cryptocurrency Algorithmic and High-Frequency Trading as well as for Back-Testing and Historical Simulation
hft: real high-frequency-trading system based on c++
Toreda:A high frequency trading bot built on Python and Tensorflow
shift-python:Stevens High Frequency Trading (SHIFT) Simulation System - Python Client
tribeca:A high frequency, market making cryptocurrency trading platform in node.js
Krypto-trading-bot:Self-hosted crypto trading bot (automated high frequency market making) written in C++
PandoraTrader:CTP 高频量化交易平台 C++ Trade Platform for quant developer
thunder-trader: A industrial high-performance High Frequency Trading System by C++11, support CTP, Femas and so on.
HFT Orderbook: Limit Order Book for high-frequency trading (HFT), as described by WK Selph, implemented in Python3 and C
Order_Imbalance_HFT: 非平衡订单流高频交易模型
thOth: thOth is an open-source high frequency trading library in C++
pytrader: 非常经典失败案例和方法；cryptocurrency trading robot(My test portfolio was initialized with a 1 BTC deposit, and after 2 months and 23,413 trades, exited with 0.955 BTC. The system paid 2.486 BTC in fees to poloniex. CALL TO ACTION)
Elite Quant:A list of online resources for quantitative modeling, trading, portfolio management
freqtrade:Free, open source crypto trading bot
market-maker: Vastly Improved BitMEX Market Making Algo
BitMEXAssistant: Based On C#, BitMEX client
BitMEXAssistant:
ExchangeSharp:ExchangeSharp is a powerful, fast and easy to use .NET/C# API for interfacing with many crypto currency exchanges. REST and web sockets are supported
gocryptotrader:A cryptocurrency trading bot and framework supporting multiple exchanges written in Golang
zvt: modular quant framework.
AAT: Asynchronous, event-driven algorithmic trading in Python and C++
Quantdom:Python-based framework for backtesting trading strategies & analyzing financial markets [GUI 
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OctoBot: Cryptocurrency trading bot for TA, arbitrage and social trading with an advanced web interface
BitVision: Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money
catalyst:An Algorithmic Trading Library for Crypto-Assets in Python
bitmex-supervisor: Automated monitoring of orders/positions on your BitMEX account.
kungfu:功夫是 Taurus.ai 团队专为量化交易者设计的开源交易执行系统
dx: DX Analytics | Financial and Derivatives Analytics with Python
QUANTAXIS: QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权/港股/虚拟货币 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案
crypto-arbitrage: Automatic Cryptocurrency Trading Bot using Triangular or Exchange Arbitrages
crypto-trading-bot: Cryptocurrency trading bot in javascript for Bitfinex, Bitmex, Binance, FTX, Bybit
stock predicti on ai: In this noteboook I will create a complete process for predicting stock price movements
bitcoin-arbitrage-trading-bot: Trading bot which exploits price-spreads between cryptocurrency exchanges
EliteQuant_Python: Python quantitative trading and investment platform
WebStockPredict: 基于Web的股票预测系统
Significant Trades:A more useful version of the Recent Trades pane on Bitmex.
autoxd: A股回测框架， 模拟实盘账户交易, 适合编写T+0策略
easytrader:提供同花顺客户端/国金/华泰客户端/雪球的基金、股票自动程序化交易以及自动打新，支持跟踪 joinquant /ricequant 模拟交易 和 实盘雪球组合, 量化交易组件
binace trader: Cryptocurrency Trading Bot for Binance (Experimental)
zenbot: Zenbot is a command-line cryptocurrency trading bot using Node.js and MongoDB.
backtrader:Python Backtesting library for trading strategies
backtrader_plotting: Plotting addon for backtrader to support Bokeh (and maybe more)
Find Cryptocurrency Trading Signal: #1 Quant Trading & Technical Analysis Bot,Track over 500 coins across Bittrex, Binance, Bittrex, Bitfinex, Coinbase, Gemini and more!
VNPy : 基于python的开源量化交易平台开发框架
bitpredict:Machine learning for high frequency bitcoin price prediction
abu--可以少量了解一下: 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
Quant stock: Stock analysis/prediction model using machine learning
pyalgotrade-cn:pyalgotrade tailored for Chinese stock market
okcoin-leeks-reaper: 虽然失效了，但是值得学习借鉴
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cointop:A fast and lightweight interactive terminal based UI application for tracking cryptocurrencies
peregrine: Detects arbitrage opportunities across 131 cryptocurrency exchanges in 50 countries
donuthttps://github.com/phoenix-repo/ershoufang :Dead-simple cross-platform cryptocurrency tracker.
BitCoin-prices-vs-Google-trends : Python Group Project with SebastienMoeller - using Machine Learning to predict BitCoin historical Prices
cryptoview : Elegant portfolio management for multi-exchange traders
Bitmex Instrumen tPanel Ex: bitmex油猴扩展
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coffee Miner:collaborative (mitm) cryptocurrency mining pool in wifi networks
opentrade:OpenTrade - Open Source Cryptocurrency Exchange
CryptoEngineX: Cryptocurrency Exchange Platform
peatio: An open-source assets exchange.
bitex: BlinkTrade - Open Source Bitcoin Exchange
wlox: Fully functional multi-currency Bitcoin exchange, adaptable to other cryptocurrencies
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i-book.: A IPFS/DHT search engine
dhtcrawler2: dhtcrawler is a DHT crawler written in erlang. It can join a DHT network and crawl many P2P torrents. The program save all torrent info into database and provide an http interface to search a torrent by a keyword
distribute_crawler: 使用scrapy,redis, mongodb,graphite实现的一个分布式网络爬虫,底层存储mongodb集群,分布式使用redis实现,爬虫状态显示使用graphite实现
GeneralNewsExtractor:新闻网页正文通用抽取器 Beta 版.
extractor-python:基于行块分布函数的通用网页正文抽取算法的Python版本实现，添加了英文支持
douban Movie Tool: 一款基于python tkinter的豆瓣电影助手
lianjia-beike-spider: 链家网和贝壳网房价爬虫，采集北京上海广州深圳等21个中国主要城市的房价数据（小区，二手房，出租房，新房），稳定可靠快速！支持csv,MySQL,
lianjia spider: 链家网在售二手房 小区和成交记录的抓取 20180616
Hawk: visualized crawler & ETL IDE written with C#/WPF
stock_recommendation_spider: 使用爬虫获取财经网站的评论、文章；通过tushare库获取股票价格数据；通过jieba库对文本进行词频分析
ershoufang: use scrapy crawl the second-hand house price
buyhouse: 基于python的scrapy爬虫，爬取链家网成都地区新房源，并用高德api在地图上可视化显示
open-data: Free football data from StatsBomb
foot: foot是一个集足球数据采集器,简单分析的项目.AI足球球探为程序全自动处理,全程无人为参与干预足球分析足球预测程序.程序根据各大指数多维度数据,结合作者多年足球分析经验,精雕细琢,集天地之灵气,汲日月之精华,历时七七四十九天,经Bug九九八十一个,编码而成.有兴趣的朋友,可以关注一下公众号AI球探(微信号ai00268).
stations:Stations - A Database of European Train Stations
playwright-python: Python version of the Playwright testing and automation library
Flash Sale: 高并发多方案秒杀架构-核心应用
spikeSystem:一个秒杀系统的例子分析
jd-assistant: 京东抢购助手
jd-seckill: 京东秒杀，用于抢购茅台、显卡、PS5等稀缺商品
seckill: 九价秒杀
yagmail: Send email in Python conveniently for gmail using yagmail
data faker:Faker is a Python package that generates fake data for you.
From_FT_to_WT_examples:知乎系列文章《从傅里叶变换进阶到小波变换》的源代码
chartpy:Easy to use Python API wrapper to plot charts with matplotlib, plotly, bokeh and more
TuChart:Tuchart是一个基于pyqt和echarts的股票视觉化应用。Tuchart 支持日／月线，分笔，高频数据，前十股东分笔的视觉化
Kalman-and-Bayesian-Filters-in-Python:Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more
SSHTunnel:SSHTunnel is a Mac OS X app to make SSH tunneling easy
game-programming-patterns: 游戏开发书 + 源码
nginx-accesskey: nginx-accesskey
Image Alpha: Mac GUI for pngquant, pngnq and posterizer
Opee: Code Injection Platform for OS X
mach override: runtime function overriding for Mac OS X
SnapKit: A Swift Autolayout DSL for iOS & OS X
stretchly:The break time reminder app
ShareX: ShareX is a free and open source program that lets you capture or record any area of your screen and share it with a single press of a key
kap: An open-source screen recorder built with web technology
ImageOptim: GUI image optimizer for Mac
cocoa-rest-client:A free, native Apple macOS app for testing HTTP/REST endpoints
PPRows: 拖放目录实现在Mac上计算你写了多少行代码
Karabiner-Elements 键重绑定: Karabiner-Elements is a powerful utility for keyboard customization on macOS Sierra (10.12) or later.
materialize: adnroid 桌面 图标修改变圆
高仿微信: 高仿微信 ObjC
Gank:干货集中营 类似meizhi android app src
Meizhi: 妹纸.gank.io
DailyGank: 每日干货 Kotlin
beauties: Fetch and display images, base SWIFT
模仿微博: 模仿微博，有评论，私聊，发微博，点赞等功能
mr-mantou-android: 类似干货
GankApp: An android client for http://gank.io/
即搜房产: 即搜房产APP是房地产租售服务平台，专注于房地产租售信息服务，全面覆盖新房、二手房、租房、商铺、写字楼五大业务，为广大网友提供真实可靠的房源，同时为开发商与经纪人提供高效的网络推广平台。
: 有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
Walle-web: 瓦力 Devops开源项目代码部署平台
Git-Auto-Deploy: Deploy your GitHub, GitLab or Bitbucket projects automatically on Git push events or webhooks using this small HTTP server written in Python. Continuous deployment in it's most simple form.
HTML5_Genetic_Cars: A genetic algorithm car evolver in HTML5 canvas---很有趣的遗传算法动态演示
Toxcore: P2P online communications
web-scraper-chrome-extension: Web data extraction tool implemented as chrome extension
zheng: 基于Spring+SpringMVC+Mybatis分布式敏捷开发系统架构，提供整套公共微服务服务模块：集中权限管理（单点登录）、内容管理、支付中心、用户管理（支持第三方登录）、微信平台、存储系统、配置中心、日志分析、任务和通知等，支持服务治理、监控和追踪，努力为中小型企业打造全方位J2EE企业级开发解决方案
img2txt:Image to Ascii Text with color support, can output to html or ansi terminal.
lnav: Log file navigator
jieba: 结巴分词
cppjieba: CPP ver jieba