Awesome List Updates on Jan 23, 2021

8 awesome lists updated today.

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1. Awesome Fastapi

Databases / ORMs

• Piccolo (⭐1.2k) - An async ORM and query builder, supporting Postgres and SQLite, with batteries (migrations, security, etc).
  • FastAPI Examples (⭐18) - Using FastAPI with Piccolo.

2. Awesome Analytics

General analytics

• Hotjar - new and easy way to truly understand your web and mobile site visitors. © SaaS

• Opentracker - real time reporting, geo-location user tracking. © SaaS

• FoxMetrics - analytics to track your user’s actions and activities. © SaaS

• Adobe Analytics - web data into insights that everyone can act on. © SaaS

• Google Analytics - de facto standard for analytics in the web analytics space. © SaaS

• Screpy - Screpy is a web analyzer and monitoring tool. Its powered by Google Lighthouse. © SaaS

• Clicktale - record and watch exactly how a visitor used your website. © SaaS

• GoSquared - analytics with visitor tagging to help you dig deeper into one user’s visit. © SaaS

• Clicky - track visits and conversions, you can also track your video and audio analytics. © SaaS

• Woopra - track where your users are coming from. © SaaS

• Mint - self-hosted analytics solution (no longer on sale). © SaaS

• Going Up - manage SEO analytics and web app analytics with one tool. © SaaS

• Chartbeat - beautiful, real-time app analytics tool for web apps. © SaaS

• Gauges - real-time web analytics tool. © SaaS

• Indicative - Web & mobile analytics tool, with heavy emphasis on segmentation and funnel visualization. © SaaS

• Statcounter - one of the ORIGINAL web analytics tools available. © SaaS

• Adobe Digital Analytics - standard analytics tools plus some that large organizations can use. © SaaS

• Hitslink.com - real-time analytics, social media traffic reporting, and real-time dynamic segmentation. © SaaS

• parse.ly - real-time web analytics tool with a focus on tracking content. © SaaS

• Loggr - track your user events and monitor your web app. © SaaS

• Kissmetrics - real-time standard cohort analysis tool. © SaaS

• Sitemeter - old analytics tool. © SaaS

• Crawl Track - another old analytics tool. © SaaS

• Sitespect - full-suite web app analytics tool including A/B testing. © SaaS

• Metabase - opensource analytics/BI tool © SaaS

• LiveSession - session replay user analytics. © SaaS

• Glassbox - customer experince and session recording analytics. © SaaS

• Redash - open source analytics/BI tool © SaaS

Privacy focused analytics

• Fathom - Fathom Analytics provides simple, useful websites stats without tracking or storing personal data of your users © SaaS

• Simple Analytics - Simple, clean, and friendly analytics for developers © SaaS

• Nibspace - Affordable, lightweight, privacy-friendly website analytics © SaaS

Heatmap analytics

• Crazyegg - a heatmaps only analytics tool. © SaaS

• Inspeclet - another web app heatmaps tool. © SaaS

• Mouseflow - live analytics and heatmaps. © SaaS

• Session Cam - heatmaps analytics tool. © SaaS

Analytics layers

• Keen.io - custom-analytics API. © SaaS

• Popcorn Metrics - visual editor to capture events and send to other platforms. © SaaS

• Segment - helps you integrate multiple app analytics tool with one piece of code. © SaaS

• Iteratively - capture clean product analytics consistently across teams & platforms. © SaaS

• Analytics npm package - A lightweight, extendable analytics library designed to work with any third-party analytics provider to track page views, custom events, & identify users. Works in browsers & node.js. © SaaS

Mobile analytics

• Upsight - mobile app analytics tool for developers. © SaaS

• Appsflyer - all-in-one marketing tool with analytics. © SaaS

• Amazon Pinpoint - Amazons multi-platform, basic mobile analytics tool. © SaaS

• Tapstream - user lifecycle analytics. © SaaS

• Honeytracks - mobile app analytics for games. © SaaS

• Apsalar - analytics tool for larger app shops. © SaaS

• Roambi - 3-in-1 analytics tool that helps you track analytics, handle mobile app business intelligence, and app reporting. © SaaS

• Appcelerator - entire mobile app marketing suite. © SaaS

• Flurry - pretty much the “industry standard” for mobile app analytics. © SaaS

• Countly - open source mobile & web application analytics tool. © SaaS

• Playtomatic - mobile app open source analytics tool for games. © SaaS

• Capptain - real-time analytics tool with segmentation and push. © SaaS

• Amplitude - real-time mobile analytics with all data provided in redshift. © SaaS

• Appsee - mobile app analytics platform automatically tracks all users' interactions in your app © SaaS

• Mixpanel - fully featured mobile analytics platform with segmentation and push. © SaaS

• Localytics - fast and beautiful real-time mobile analytics platform with in-app and push. © SaaS

• GameAnalytics - leading game analytics platform. © SaaS

• Swrve - mobile analytics with segmentation, push, A/B testing and rich messaging © SaaS

• Firebase - a free and unlimited analytics solution for android and iOS © SaaS

• Liquid - real-time mobile analytics, personalization, multivariate testing, audience segmentation and push. © SaaS

App store analytics

• Appfigures - app store analytics to track sales, reviews and rankings with an API. © SaaS

• Appannie - track your app data from iTunes, Google Play & Amazon. © SaaS

• Distimo - free app store analytics (acquired by Appannie). © SaaS

• Priori Data - track and benchmark the performance of apps on Apple- and Play store. © SaaS

• Asking Point - track your mobile app user ratings. © SaaS

• Apptrace - fast and free app store analytics platform. © SaaS

Attribution tracking

• Adjust - open-source SDK with sophisticated analysis and campaign tracking. © SaaS

• Clickmeter - analytics tool that helps you track marketing campaigns. © SaaS

• HasOffers Mobile app tracking - attribution analytics platform. © SaaS

Social media analytics

• Brandwatch - Social media monitoring and analytics. © SaaS

• Falconsocial - communications platform built on social media with analytics. © SaaS

• Quintly - web-based tool to help you track, benchmark and optimize your social media performance. © SaaS

• Kred - Klout-like social media analytics platform. © SaaS

• Buffer - Social media publishing and analytics platform. © SaaS

• Topsy - Social analytics tool with search. © SaaS

• SocialBlade - premiere YouTube statistics tracking. © SaaS

• Hootsuite - Social media management dashbaord. © SaaS

• Sproutsocial - Social media management and analytics platform. © SaaS

Developer analytics

• GitSpo - Analytics for Open-Source. © SaaS

Analytics dashboards

• Freeboard (⭐6.3k) - open source real-time dashboard builder for IOT and other web mashups. © SaaS

• Geckboard - dashboard for key metrics in one place. © SaaS

• Klipfolio - Klipfolio is an online dashboard platform for building powerful real-time business dashboards for your team or your clients. © SaaS

• Vizia - Visual command center dashboarding solution © SaaS

3. Awesome Rust

Applications / Blockchain

• near/nearcore (⭐2.2k) — decentralized smart-contract platform for low-end mobile devices.

Applications / System tools

• cristianoliveira/funzzy (⭐216) — A configurable filesystem watcher inspired by entr

Libraries / GUI

• ImGui (⭐54k)
  • imgui-rs (⭐2.5k) — Bindings for ImGui

4. Awesome Jupyter

Collaboration/Education

• nbgitpuller (⭐200) - Sync a git repository one-way to a local path.

5. Awesome Ros2

Packages / Interactivity

• Jupyter ROS2 (⭐23) - Jupyter widget helpers for ROS2.

6. Public Apis

Books

• API: Thirukkural

  Description: 1330 Thirukkural poems and explanation in Tamil and English

  Auth: No

  HTTPS: Yes

  CORS: Yes

Cloud Storage & File Sharing

• API: GoFile

  Description: Unlimited size file uploads for free

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

7. Free Programming Books (Chinese)

版本控制

• Git-Cheat-Sheet (⭐1.2k) - flyhigher139

• Pro Git 第二版 中文版 - Bingo Huang

编程艺术

• 编程入门指南

• 程序员编程艺术 (⭐21k)

• 每个程序员都应该了解的内存知识 (第一部分)

编译原理

• 《计算机程序的结构和解释》公开课 翻译项目 (⭐11k)

操作系统

• 开源世界旅行手册

• 理解Linux进程 (⭐988)

• 命令行的艺术 (⭐146k)

• 鸟哥的 Linux 私房菜 服务器架设篇

• 鸟哥的 Linux 私房菜 基础学习篇

• 嵌入式 Linux 知识库 (eLinux.org 中文版)

• Docker中文指南 (⭐2.7k)

• Linux Documentation (中文版)

• Linux Guide for Complete Beginners

程序员杂谈

• 程序员的自我修养

大数据

• 面向程序员的数据挖掘指南

• 数据挖掘中经典的算法实现和详细的注释 (⭐3.8k)

• Spark 编程指南简体中文版

分布式系统

• 走向分布式 (PDF)

软件开发方法

• 傻瓜函数编程 (⭐1.8k) (《Functional Programming For The Rest of Us》中文版)

• 硝烟中的 Scrum 和 XP

计算机图形学

• LearnOpenGL CN

• OpenGL 教程 (⭐798)

其它

• 深入理解并行编程

• SAN 管理入门系列

• Sketch 中文手册

项目相关

• 编码规范 (⭐4.6k)

• 开源软件架构

• 让开发自动化系列专栏

• 追求代码质量

在线教育

• 51CTO学院

• 黑马程序员

• 汇智网

• 极客学院

• 计蒜客

• 慕课网

• Codecademy

• CodeSchool

• Coursera

• Learn X in Y minutes

• shiyanlou

• TeamTreeHouse

• Udacity

• xuetangX

正则表达式

• 正则表达式-菜鸟教程

• 正则表达式30分钟入门教程

智能系统

• 一步步搭建物联网系统 (⭐2.2k)

Web

• 浏览器开发工具的秘密

• 前端代码规范 及 最佳实践

• 前端开发体系建设日记 (⭐23k)

• 前端资源分享（二） (⭐520)

• 前端资源分享（一） (⭐520)

• 移动前端开发收藏夹 (⭐1.7k)

• 移动Web前端知识库 (⭐9.6k)

• 正则表达式30分钟入门教程

• Chrome 开发者工具中文手册 (⭐2.3k)

• Chrome扩展及应用开发

• Chrome扩展开发文档

• Growth: 全栈增长工程师指南 (⭐7.7k)

• Grunt中文文档

• Gulp 入门指南 (⭐1.8k)

• gulp中文文档

• HTTP 接口设计指北 (⭐2.5k)

• JSON风格指南 (⭐1.4k)

WEB服务器

• Apache 中文手册

• Nginx教程从入门到精通 - 运维生存时间 (PDF)

• Nginx开发从入门到精通 - 淘宝团队

AWK

• awk中文指南

C

• 新概念 C 语言教程 (⭐466)

C++

• 像计算机科学家一样思考（C++版) (《How To Think Like a Computer Scientist: C++ Version》中文版)

• C++ 并发编程指南 (⭐5.1k)

CoffeeScript

• CoffeeScript 编码风格指南 (⭐45)

• CoffeeScript 中文

Elixir

• Elixir Getting Started 中文翻译 (⭐120)

Golang

• 学习Go语言

• Go 编程基础 (⭐8.9k)

• Go 入门指南 (⭐34k) (《The Way to Go》中文版)

• Go 语言实战笔记 (⭐259)

• Go 指南 (《A Tour of Go》中文版)

HTML and CSS

• 前端代码规范 - 腾讯AlloyTeam团队

• 通用 CSS 笔记、建议与指导 (⭐645)

• 学习CSS布局

iOS

• 网易斯坦福大学公开课：iOS 7应用开发字幕文件 (⭐293)

Java

• 用jersey构建REST服务 (⭐169)

• Java 编码规范 (⭐204)

• Java Servlet 3.1 规范 (⭐163)

JavaScript

• 命名函数表达式探秘 - kangax、为之漫笔(翻译) (原始地址无法打开，所以此处地址为justjavac博客上的备份)

• 学用 JavaScript 设计模式 - 开源中国

• 《JavaScript 模式》 (⭐342) (《JavaScript patterns》译本)

• JavaScript Promise迷你书

LaTeX / Zepto.js

• 一份不太简短的 LaTeX2ε 介绍

Markdown / Zepto.js

• Markdown 語法說明

NoSQL / Zepto.js

• 带有详细注释的 Redis 2.6 代码 (⭐2.3k)

• 带有详细注释的 Redis 3.0 代码 (⭐9.8k)

PHP / Zepto.js

• PHP中文手册

Python / Symfony

• 深入 Python 3 (⭐26)

• Python Cookbook第三版 - David Beazley、Brian K.Jones、熊能(翻译)

R / Django

• R 导论 (《An Introduction to R》中文版) (PDF)

Ruby / Django

• 笨方法学 Ruby

• Ruby 风格指南 (⭐124)

Rust / Django

• 通过例子学习 Rust (⭐130)

Shell / Django

• Shell 编程基础

• shell-book

Visual Prolog / Deno

• Visual Prolog 7初学指南

8. Awesome Jax

Models and Projects / JAX

• Fourier Feature Networks (⭐1.1k) - Official implementation of Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains.

Videos / NumPyro

• NeurIPS 2020: JAX Ecosystem Meetup - JAX, its use at DeepMind, and discussion between engineers, scientists, and JAX core team.

• JAX: Accelerated Machine Learning Research | SciPy 2020 | VanderPlas - JAX's core design, how it's powering new research, and how you can start using it.

• Bayesian Programming with JAX + NumPyro — Andy Kitchen - Introduction to Bayesian modelling using NumPyro.

• JAX on Cloud TPUs | NeurIPS 2020 | Skye Wanderman-Milne and James Bradbury - Presentation of TPU host access with demo.

• Deep Implicit Layers - Neural ODEs, Deep Equilibirum Models, and Beyond | NeurIPS 2020 - Tutorial created by Zico Kolter, David Duvenaud, and Matt Johnson with Colab notebooks avaliable in Deep Implicit Layers.

Papers / NumPyro

• JAX, M.D.: A Framework for Differentiable Physics. Samuel S. Schoenholz, Ekin D. Cubuk. NeurIPS 2020. - Introduces JAX, M.D., a differentiable physics library which includes simulation environments, interaction potentials, neural networks, and more.

• Enabling Fast Differentially Private SGD via Just-in-Time Compilation and Vectorization. Pranav Subramani, Nicholas Vadivelu, Gautam Kamath. arXiv 2020. - Uses JAX's JIT and VMAP to achieve faster differentially private than existing libraries.

Tutorials and Blog Posts / NumPyro

• Using JAX to accelerate our research by David Budden and Matteo Hessel - Describes the state of JAX and the JAX ecosystem at DeepMind.

• Getting started with JAX (MLPs, CNNs & RNNs) by Robert Lange - Neural network building blocks from scratch with the basic JAX operators.

• Tutorial: image classification with JAX and Flax Linen by 8bitmp3 (⭐21) - Learn how to create a simple convolutional network with the Linen API by Flax and train it to recognize handwritten digits.

• Meta-Learning in 50 Lines of JAX by Eric Jang - Introduction to both JAX and Meta-Learning.

• Normalizing Flows in 100 Lines of JAX by Eric Jang - Concise implementation of RealNVP.

• Differentiable Path Tracing on the GPU/TPU by Eric Jang - Tutorial on implementing path tracing.

• Ensemble networks by Mat Kelcey - Ensemble nets are a method of representing an ensemble of models as one single logical model.

• Understanding Autodiff with JAX by Srihari Radhakrishna - Understand how autodiff works using JAX.

• From PyTorch to JAX: towards neural net frameworks that purify stateful code by Sabrina J. Mielke - Showcases how to go from a PyTorch-like style of coding to a more Functional-style of coding.

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