Awesome List Updates on Apr 09, 2024

9 awesome lists updated today.

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1. Awesome Polars

Resources / Blog posts

• Pandas vs. Polars — Time to Switch? - A blog post that compares Polars to Pandas in a series of 4 benchmarks performed on a csv file with 11 million rows by @daradecic.

• How to JOIN datasets in Polars … compared to Pandas - A blog post compares dataframe joins in Polars vs Pandas by @danielbeach.

Resources / Talks and videos

• Polars is the Pandas killer | PyData Tel Aviv 2024 ⏳ 22 min - A video that shows how Polars is competing head to head with scale, speed and ease of use for dataframe solution in python by Igor Mintz.

2. Awesome Mongodb

Tools / Desktop

• WebDB (⭐99) – Web-based and open-source "efficient database IDE". Provides ERDs, data generators, an AI assistant, a NoSQL structure manager, a time machine, auto-completion and more

3. Awesome Crystal

Markdown/Text Processors

• cr-cmark-gfm (⭐20) - Crystal C bindings for cmark-gfm to work with Commonmark and Github Flavored Markdown

4. Awesome Nix

NixOS Modules / Zig

• nix-topology (⭐214) - Generate infrastructure and network diagrams directly from your NixOS configuration.

5. Awesome Dotnet

Image Processing

• Unicolour (⭐34) - Colour conversion, interpolation, and comparison for .NET.

MQTT

• HiveMQtt (⭐43) - The HiveMQ C# MQTT client for .NET

• MQTTNet (⭐4.2k) - A high performance .NET library for MQTT based communication. It provides a MQTT client and a MQTT server (broker).

Source Generator

• extra-awesome-dotnet (⭐8) - Sorted lists of awesome .NET repositories, with counts of stars, issues, and forks!

6. Awesome Ios

App Store

• Apple Review Guidelines - Highlighted some of the most common issues that cause apps to get rejected.

Code Injection

• Inject (⭐2k) - Hot Reloading for Swift applications!

7. Awesome Machine Learning

Go / Reinforcement learning

• stable-baselines3 (⭐7.8k) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.

Python / General-Purpose Machine Learning

• XAD -> Fast and easy-to-use backpropagation tool.

8. Awesome Data Engineering

Data Comparison

• datacompy (⭐354) - DataComPy is a Python library that facilitates the comparison of two DataFrames in pandas, Polars, Spark and more. The library goes beyond basic equality checks by providing detailed insights into discrepancies at both row and column levels.

9. Awesome Cakephp

Social

• 🍰 Comments plugin (⭐1) - Allows users to comment records, supporting different formats.

• Next: Apr 08, 2024