Awesome List Updates on Oct 30, 2020

8 awesome lists updated today.

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1. Awesome Datascience

General Machine Learning Packages / Deep Learning architectures

• scikit-multilearn (⭐939)

• sklearn-expertsys (⭐490)

• scikit-feature (⭐1.5k)

• scikit-rebate (⭐418)

• seqlearn (⭐697)

• sklearn-bayes (⭐519)

• sklearn-crfsuite (⭐431)

• sklearn-deap (⭐774)

• sklearn-evaluation (⭐3)

• scikit-image (⭐6.3k)

• scikit-opt (⭐5.6k)

• scikit-posthocs (⭐369)

• pystruct (⭐668)

• xLearn (⭐3.1k)

• cuML (⭐4.8k)

• causalml (⭐5.5k)

• mlpack (⭐5.4k)

• MLxtend (⭐5k)

• Sparkit-learn (⭐1.2k)

• hyperlearn (⭐2.2k)

• dlib (⭐14k)

• RuleFit (⭐422)

• pyGAM (⭐898)

Deep Learning Packages / PyTorch Ecosystem

• PyTorch (⭐91k)

• torchvision (⭐17k)

• torchtext (⭐3.5k)

• torchaudio (⭐2.7k)

• ignite (⭐4.7k)

• PyTorchNet (⭐1.7k)

• PyVarInf (⭐359)

• GPyTorch (⭐3.7k)

• Catalyst (⭐3.4k)

Deep Learning Packages / TensorFlow Ecosystem

• TensorFlow (⭐191k)

• TFLearn (⭐9.6k)

• Sonnet (⭐9.9k)

• TRFL (⭐3.1k)

• Polyaxon (⭐3.7k)

• NeuPy (⭐737)

• tfdeploy (⭐354)

• tensorflow-upstream (⭐694)

• TensorFlow Fold (⭐1.8k)

• tensorlm (⭐60)

• TensorLight (⭐11)

• Mesh TensorFlow (⭐1.6k)

• TF-Agents (⭐2.9k)

Deep Learning Packages / Keras Ecosystem

• Keras

• keras-contrib (⭐1.6k)

• Hyperas (⭐2.2k)

• Elephas (⭐1.6k)

• Hera (⭐488)

• Spektral (⭐2.4k)

• qkeras (⭐566)

• keras-rl (⭐5.6k)

• 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.

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

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. Free Podcasts/Screencasts (English)

Haskell

• Haskell Tutorial - Derek Banas (screencast)

7. Awesome Fastapi

Auth

• FastAPI JWT Auth (⭐716) - JWT auth (based on Flask-JWT-Extended (⭐1.6k)).

Developer Tools / Other Tools

• Manage FastAPI (⭐1.8k) - CLI tool for generating and managing FastAPI projects.

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

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