Awesome List Updates on Mar 23, 2021

11 awesome lists updated today.

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1. Awesome Machine Learning

Python / General-Purpose Machine Learning

• Backprop (⭐242) - Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

2. Awesome Ios Books

UI

• Auto Layout by Tutorials by Libranner Santos, Jayven Nhan

3. Public Apis

Games & Comics

• API: Jokes One

  Description: Joke of the day and large category of jokes accessible via REST API

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

Geocoding

• API: IPGEO

  Description: Unlimited free IP Address API with useful information

  Auth: No

  HTTPS: Yes

  CORS: Unknown

Sports & Fitness

• API: Sport List & Data

  Description: List of and resources related to sports

  Auth: No

  HTTPS: Yes

  CORS: Yes

Weather

• API: openSenseMap

  Description: Data from Personal Weather Stations called senseBoxes

  Auth: No

  HTTPS: Yes

  CORS: Yes

4. Awesome Xai

Papers / Interpretable Models

• Decision List - Like a decision tree with no branches.

• Decision Trees - The tree provides an interpretation.

• Explainable Boosting Machine - Method that predicts based on learned vector graphs of features.

• k-Nearest Neighbors - The prototypical clustering method.

• Linear Regression - Easily plottable and understandable regression.

• Logistic Regression - Easily plottable and understandable classification.

• Naive Bayes - Good classification, poor estimation using conditional probabilities.

• RuleFit - Sparse linear model as decision rules including feature interactions.

Videos / Critiques

• Debate: Interpretability is necessary for ML - A debate on whether interpretability is necessary for ML with Rich Caruana and Patrice Simard for and Kilian Weinberger and Yann LeCun against.

5. Awesome Deno

Modules / CLI utils

• chart (⭐68) - Console ASCII line charts with no dependencies.

6. Awesome Ruby

Internationalization

• mini_i18n (⭐94) - Minimalistic, flexible and fast Internationalization library. It supports localization, interpolations, pluralization, fallbacks, nested keys and more.

7. Awesome Fastapi

Developer Tools / Other Tools

• FastAPI Code Generator (⭐1.2k) - Create a FastAPI app from an OpenAPI file, enabling schema-driven development.

8. Awesome Broadcasting

NMOS

• AMWA NMOS Testing Tool - Automated test suites for the AMWA NMOS family of specifications, as used in the JT-NM Tested programme

9. Awesome Flutter

UI / Calendar

• Time Planner (⭐235) - A beautiful, easy to use and customizable time planner for flutter mobile, desktop and web by Mohammad Jamalianpour

10. Awesome Nix

Channel History / Discovery

• Channel History - Get historical git commits for Nix channels.

11. Awesome Remote Job

Articles & Posts

• 10 Leadership Lessons from 10 Years Working in a Fully-Distributed and Remote Company

Tools / Others

• Miro (fka Realtime Board) - Distributed permanent virtual whiteboard.

• Prev: Mar 24, 2021
• Next: Mar 22, 2021