Awesome List Updates on Feb 23, 2024

7 awesome lists updated today.

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1. Awesome Zsh Plugins

Themes / superconsole - Windows-only

• sashimi (⭐0) - Includes decorators for git status and the exit status of the last command run.

2. Awesome Zig

Parser / Package managers

• 00JCIV00/cova (⭐129) - Commands, Options, Values, Arguments. A simple yet robust cross-platform command line argument parsing library.

3. Awesome Ai Tools

Image / Services

• Gensbot - Gensbot uses AI to craft personalised printed merchandise. One prompt creates one unique product to fit your needs.

4. Awesome Cpp

Scripting

• MiniScript - scripting language modern, elegant, easy to learn, and easy to embed in your own C# or C++ projects. [MIT]

5. Free for Dev

International Mobile Number Verification API and SDK

• numverify — Global phone number validation and lookup JSON API. 100 API requests/month

Payment and Billing Integration

• CoinGecko — Provides cryptocurrency market data including the latest crypto exchange rates and historical data. The demo api comes with a stable rate limit of 30 calls/min and a monthly cap of 10,000 calls.

• currencylayer — Reliable Exchange Rates and Currency Conversion for your Business, 100 API requests/month free.

• exchangerate-api.com - An easy-to-use currency conversion JSON API. The free tier updates once per day with a limit of 1,500 requests/month.

• Currencyapi — Free currency conversion and exchange rate data API. Free 300 requests per month, 10 requests per minute for private use.

6. Awesome Polars

Official documentation

• Documentation for Python API - Official API Reference for Python.

• Documentation for Rust API - Official API Reference for Rust.

• Documentation for R API - Official API Reference for R.

Cheat Sheets / Miscellaneous

• Cheatsheet for Pandas to Polars - A Cheat Sheet that shows how to convert some familiar Pandas commands to Polars by @braaannigan.

Tutorials & workshops / Miscellaneous

• Prise en main de Polars - A notebook tutorial in French that illustrates the main features of Polars by @romaintailhurat and @linogaliana. There is also an accompanying blog post.

Blog posts / Miscellaneous

• Dataframe Showdown – Polars vs Spark vs Pandas vs DataFusion. Guess who wins? - A short article that presents a performance test between Polars, Pandas, Datafusion and Spark on a csv dataset by @danielbeach. Code used is available on Github here (⭐6).

• Polars - modern data frame library - A blog post that describes why Polars could be a better alternative to pandas, dplyr or data.table by @DSkrzypiec.

• A Polars exploration into Kedro - A blog post that explains how Polars can be used instead of pandas in Kedro for your data catalog and data manipulation by @astrojuanlu.

• Lightning-fast queries with Polars - Another blog post that is a good introduction to Polars by @astrojuanlu.

• Exploring Polars - The Lightning-Fast DataFrame Library in Python - A blog post on the basics of Polars by @mddas.

• DuckDB vs Polars for Data Engineering - A blog post that compares Polars and DuckDB with pipelines for Data Engineering by @danielbeach.

• Date and DateTime Manipulation in Polars - A blog post that shows examples of doing a number of date and datetime manipulations in Polars (Python) by @danielbeach. Code used is available on Github here (⭐2).

• Level Up Your Data Analysis with Polars: A Powerful DataFrame Library for Speed and Efficiency - A blog post that describes the main features of Polars (with benchmarks) by ravi-m.

• polars’ Rgonomic Patterns - A blog post that deeps dive into some of the advanced data wrangling functionality in python’s Polars package by @emilyriederer.

• LazyFrame: Exploring Laziness in Dataframes from Polars in Python - A blog post that introduces LazyFrames with Polars an Python by Manoj Das.

Follow / Miscellaneous

• Stijn de Gooijer (@stinodego) - Member of Polars organisation

• Danny van Kooten (@dannyvankooten) - Member of Polars organisation

Contributing / Miscellaneous

• Damien Dotta (@ddotta) - Maintainer of Awesome Polars list

7. Awesome Generative Deep Art

Online Tools and Applications

• SEOByAI: Rank Faster on Google with FREE AI SEO Tools

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