Awesome List Updates on Oct 30, 2020

9 awesome lists updated today.

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1. Awesome Datascience

General Machine Learning Packages / Deep Learning architectures

• scikit-multilearn (⭐887)

• sklearn-expertsys (⭐484)

• scikit-feature (⭐1.4k)

• scikit-rebate (⭐390)

• seqlearn (⭐673)

• sklearn-bayes (⭐500)

• sklearn-crfsuite (⭐421)

• sklearn-deap (⭐752)

• sklearn-evaluation (⭐3)

• scikit-image (⭐5.7k)

• scikit-opt (⭐4.7k)

• scikit-posthocs (⭐309)

• pystruct (⭐664)

• xLearn (⭐3.1k)

• cuML (⭐3.8k)

• causalml (⭐4.5k)

• mlpack (⭐4.7k)

• MLxtend (⭐4.7k)

• Sparkit-learn (⭐1.1k)

• hyperlearn (⭐1.5k)

• dlib (⭐13k)

• RuleFit (⭐392)

• pyGAM (⭐825)

Deep Learning Packages / PyTorch Ecosystem

• PyTorch (⭐74k)

• torchvision (⭐15k)

• torchtext (⭐3.4k)

• torchaudio (⭐2.3k)

• ignite (⭐4.4k)

• PyTorchNet (⭐1.6k)

• PyVarInf (⭐352)

• GPyTorch (⭐3.3k)

• Catalyst (⭐3.2k)

Deep Learning Packages / TensorFlow Ecosystem

• TensorFlow (⭐180k)

• TFLearn (⭐9.6k)

• Sonnet (⭐9.7k)

• TRFL (⭐3.1k)

• Polyaxon (⭐3.4k)

• NeuPy (⭐741)

• tfdeploy (⭐352)

• tensorflow-upstream (⭐667)

• TensorFlow Fold (⭐1.8k)

• tensorlm (⭐61)

• TensorLight (⭐10)

• Mesh TensorFlow (⭐1.5k)

• TF-Agents (⭐2.7k)

Deep Learning Packages / Keras Ecosystem

• Keras

• keras-contrib (⭐1.6k)

• Hyperas (⭐2.2k)

• Elephas (⭐1.6k)

• Hera (⭐488)

• Spektral (⭐2.3k)

• qkeras (⭐514)

• keras-rl (⭐5.5k)

• Talos (⭐1.6k)

2. Awesome Silverstripe Cms

Blogs

• Official Silverstripe Blog - News around Silverstripe CMS.

• SilverStrip.es - Useful findings of Silverstripe developers.

Video Channels

• Official StripeCon YouTube Channel - Talks of various StripeCon conferences.

Site Search

• Solr search (⭐10) - Interface for Solr search, supporting up to the latest Solr (9) version. With submodules for e.g. transitioning from the "Fulltext Search" module, as well as subsite, fluent and others.

3. Mind Expanding Books

Philosophy And Psychology

• Name: Karma Yoga

  Author: Swami Vivekanand

  Goodreads Rating: 4.51

  Year Published: 1999

• Name: Moral Tribes: Emotion, Reason, and the Gap Between Us and Them

  Author: Joshua Greene

  Goodreads Rating: 4.05

  Year Published: 2013

• Name: Thus Spoke Zarathustra

  Author: Friedrich Nietzsche

  Goodreads Rating: 4.05

  Year Published: 1883

Science and Medicine

• Name: The Disappearing Spoon: And Other True Tales of Madness, Love, and the History of the World from the Periodic Table of the Elements

  Author: Sam Kean

  Goodreads Rating: 3.91

  Year Published: 2010

Nature / Miscellaneous

• Name: The Wild Places

  Author: Robert Macfarlane

  Goodreads Rating: 4.27

  Year Published: 2007

4. Awesome Incident Response

IR Tools Collection / Sandboxing/Reversing Tools

• Reverse.IT - Alternative domain for the Hybrid-Analysis tool provided by CrowdStrike.

5. Awesome Roslyn

Blog Posts and Articles

• How Microsoft rewrote its C# compiler in C# and made it open source - Roslyn's journey, presented by Mads Torgersen, the lead designer of C#. Inspiring story on how Roslyn project started and why, and what it took to make it open source.

6. Awesome Composer

Plugins / IRC

• NodeJS-Installer (⭐106) - Installer for NodeJS and npm.

• Node-Composer (⭐5) - Installer for NodeJS, npm and yarn.

7. Awesome Fastapi

Auth

• FastAPI JWT Auth (⭐572) - JWT auth (based on Flask-JWT-Extended (⭐1.5k)).

Developer Tools / Other Tools

• Manage FastAPI (⭐1.5k) - CLI tool for generating and managing FastAPI projects.

PaaS / Other Tools

• Deta (example)

Serverless / Other Tools

• Mangum - Adapter for running ASGI applications with AWS Lambda and API Gateway.

8. Public Apis

Security

• API: Pulsedive

  Description: Scan, search and collect threat intelligence data in real-time

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

9. Awesome Rust

Applications / Games

• doukutsu-rs (⭐783) — Reimplementation of Cave Story engine with some enhancements.

• Prev: Oct 31, 2020
• Next: Oct 29, 2020