Awesome List Updates on Apr 11, 2023
7 awesome lists updated today.
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1. Awesome Naming
Machine Learning and Artificial Intelligence
- Decision boundary - A boundary dividing the space of possible data points. Here you decide, everything on this side is SPAM, everything on that side is not.
- Training - The process of showing the machine a bunch of examples, until it learns what we want from it.
2. Awesome Cl
Apps / Third-party APIs
- trivial-sanitize - clean html strings:
"<a>foo</a>"→"foo". LLGPL.
3. Awesome Swift
Animation
- CocoaSprings (⭐95) - Interactive spring animations for iOS/macOS.
4. Awesome Gbdev
Tools / Development tools
- GBExtended - C library extending gbdk.
C / Syntax highlighting packages
5. Awesome Selfhosted
Software / File Transfer - Single-click & Drag-n-drop Upload
- Shifter (⭐36) - A simple, self-hosted file-sharing web app, powered by Django.
MITDocker
6. Awesome Polars
Blog posts / Miscellaneous
- DuckDB vs Polars vs Spark! - An article that performs a benchmark against duckdb/Polars/spark, with varying row count, with swap usage as another metric, in addition to runtime in seconds. Code used is available on Github here (⭐6).
- Benchmarking PySpark Pandas, Pandas UDFs, and Fugue Polars - A blog post that compares the execution time of fugue (⭐2.1k) + Polars, Pandas UDFs and PySpark Pandas by @kvnkho.
- Pandas vs. Polars: The Battle of Performance - An another blog post that compares the performance between Pandas and Polars across a range of common data manipulation tasks by @makeuseofcode. Code used is available on Github (⭐0).
- Pandas 2.0 vs Polars: The Ultimate Battle - A blog post that analyzes in terms of Syntax, Speed, and Usability between Pandas 2.0 and Polars 0.17.0 by @priyanshu7401.
7. Awesome Dotnet
IoC / GUI - other
- Microsoft.Extensions.DependencyInjection (⭐17k) - The default IoC container for NET applications.
- Prev: Apr 12, 2023
- Next: Apr 10, 2023