jupyter-notebook
jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Good Stuff
- Read the book in its entirety online at https://jakevdp.github.io/PythonDataScienceHandbook/
m2dsupsdlclass / lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
Good Stuff
Burton2000 / CS231n-2017
Completed the CS231n 2017 spring assignments from Stanford university
Good Stuff
- These are my solutions to the CS231n Spring 2017 course from Stanford University http://cs231n.github.io/.
python
wistbean / learn_python3_spider
python爬虫教程系列、从0到1学习python爬虫,包括浏览器抓包,手机APP抓包,如 fiddler、mitmproxy,各种爬虫涉及的模块的使用,如:requests、beautifulSoup、selenium、appium、scrapy等,以及IP代理,验证码识别,Mysql,MongoDB数据库的python使用,多线程多进程爬虫的使用,css 爬虫加密逆向破解,JS爬虫逆向,爬虫项目实战实例等
Good Stuff
williamFalcon / pytorch-lightning
Rapid research framework for PyTorch. The researcher’s version of Keras
Good Stuff
- View the docs here
- Define a LightningModel
- Fit with a trainer
- Lightning automates all of the following (each is also configurable):
- Model saving
- Model loading
- Running grid search on a cluster
- Walltime auto-resubmit
- Fast dev run
- Inspect gradient norms
- Log GPU usage
- Make model overfit on subset of data
- Print the parameter count by layer
- Print which gradients are nan
- 16-bit mixed precision
- Multi-GPU
- Multi-node
- Single GPU
- Self-balancing architecture
- Display metrics in progress bar
- Log metric row every k batches
- Process position
- Tensorboard support
- Save a snapshot of all hyperparameters
- Snapshot code for a training run
- Write logs file to csv every k batches
- Accumulate gradients
- Force training for min or max epochs
- Force disable early stop
- Gradient Clipping
- Hooks
- Learning rate scheduling
- Use multiple optimizers (like GANs)
- Set how much of the training set to check (1-100%)
- Check validation every n epochs
- Hooks
- Set how much of the validation set to check
- Set how much of the test set to check
- Set validation check frequency within 1 training epoch
- Set the number of validation sanity steps
donnemartin / system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Good Stuff
apachecn / AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Good Stuff
- Python 自然语言处理 第二版: https://usyiyi.github.io/nlp-py-2e-zh
- 推荐一个liuhuanyong大佬整理的nlp全面知识体系: https://liuhuanyong.github.io
- 斯坦福问题回答数据集(SQuAD)。回答有关维基百科文章的问题。
swift
SwiftyJSON / SwiftyJSON
The better way to deal with JSON data in Swift.
Good Stuff
vsouza / awesome-ios
A curated list of awesome iOS ecosystem, including Objective-C and Swift Projects
Good Stuff
- Swifteducation - Teaching App Development with Swift
- Auto Layout Magic - Build 1 scene, let Auto Layout Magic generate the constraints for you! Scenes look great across all devices!
- Siesta - Elegant abstraction for RESTful resources that untangles stateful messes. An alternative to callback- and delegate-based networking.
- ios-driver - Test any iOS native, hybrid, or mobile web application using Selenium / WebDriver.
- Xcode Maven - The Xcode Maven Plugin can be used in order to run Xcode builds embedded in a Maven lifecycle.
- WWDC-Recap - A collection of session summaries in markdown format, from WWDC 19 & 17.
- Swift Weekly Brief - A community-driven weekly newsletter about Swift.org. Curated by Jesse Squires and published for free every Thursday
matteocrippa / awesome-swift
A collaborative list of awesome Swift libraries and resources. Feel free to contribute!
Good Stuff
- Swift Weekly Brief - A multi author curated newsletter.
- Google - This style guide is based on Apple’s excellent Swift standard library style and also incorporates feedback from usage across multiple Swift projects within Google.
- Siesta - Elegant abstraction for REST APIs that untangles stateful messes. An alternative to callback- and delegate-based networking.
- Prototope - Library of lightweight interfaces for prototyping, bridged to JS.
javascript
sahat / hackathon-starter
A boilerplate for Node.js web applications
Good Stuff
- Google Bootstrap - Google-styled theme for Bootstrap.
- Font Awesome Icons - It’s already part of the Hackathon Starter, so use this page as a reference.
- X-editable - Edit form elements inline.
- Alertify.js - Sweet looking alerts and browser dialogs.
- selectize.js - Styleable select elements and input tags.
- blog,
- More Bluemix samples
lllyasviel / style2paints
sketch + style = paints
🎨
Good Stuff
- User Instruction: https://style2paints.github.io/
- User Instruction: https://style2paints.github.io/
d07RiV / diabloweb
Diablo 1 for web browsers
Good Stuff
- The project is hosted on https://d07RiV.github.io/diabloweb/ along with spawn.mpq from the shareware version (place it in the public folder to run locally).
hta218 / get-a-room-api-docs
📚
APIs documentation for Room Finder
Good Stuff
lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
Release
macOS: Download the .dmg
file or run brew cask install netron
Windows: Download the .exe
installer.
mayeaux / videodownloader
A video and channel downloader that supports 110 websites, powered by Electron and youtube-dl
Release
Installer for OS X available: Here
Installer for Windows available: Here
Manuel-777 / MTG-Arena-Tool
An MTG Arena deck and statistics manager
Good Stuff
FaisalUmair / udemy-downloader-gui
A desktop application for downloading Udemy Courses
Release
| Windows | x64 | 1.7.0 | Download|
| Windows | x86 | 1.7.0 | Download|
jc21 / nginx-proxy-manager
Docker container for managing Nginx proxy hosts with a simple, powerful interface
Good Stuff
- Beautiful and Secure Admin Interface based on Tabler
marmelab / react-admin
A frontend Framework for building admin applications running in the browser on top of REST/GraphQL APIs, using ES6, React and Material Design
Good Stuff
- A frontend Framework for building admin applications running in the browser on top of REST/GraphQL APIs, using ES6, React and Material Design. Previously named admin-on-rest. Open sourced and maintained by marmelab.
go
sqshq / sampler
A tool for shell commands execution, visualization and alerting. Configured with a simple YAML file.
Release
Download .exe
txthinking / brook
Brook is a cross-platform(Linux/MacOS/Windows/Android/iOS) proxy/vpn software
Release
| brook_windows_amd64.exe | Server & Client | Windows | amd64 | CLI |
| brook_windows_386.exe | Server & Client | Windows | 386 | CLI |
| Brook.dmg | Client | MacOS | amd64 | GUI |
| Brook.exe | Client | Windows | amd64 | GUI |
xtaci / kcptun
A Stable & Secure Tunnel Based On KCP with N:M Multiplexing
Good Stuff
- Reference: http://google.github.io/snappy/
- http://google.github.io/snappy/ – A fast compressor/decompressor.
- http://http2.github.io/ – What is HTTP/2?
centrifugal / centrifugo
Scalable real-time messaging in language-agnostic way
Good Stuff
- See server documentation.
pusher / oauth2_proxy
A reverse proxy that provides authentication with Google, Github or other providers.
Good Stuff
- Select a Provider and Register an OAuth Application with a Provider
- Configure OAuth2 Proxy using config file, command line options, or environment variables
- Configure SSL or Deploy behind a SSL endpoint (example provided for Nginx)
- Read the docs on our Docs site.
gdrive-org / gdrive
Google Drive CLI Client
Release
| gdrive-windows-386.exe | 2.1.0 | Window 32-bit | 4974290122f635d9c71875bc2c760e46b943c5ab |
| gdrive-windows-x64.exe | 2.1.0 | Windows 64-bit | 53780f9a4168c71fd9f3d429932207069d1dcf03 |