Awesome List Updates on Jan 28, 2026

12 awesome lists updated today.

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1. Awesome Python

Data Visualization

• plotly (⭐18k) - Interactive graphing library for Python.

2. Awesome Python Data Science

Graph Machine Learning / Others

• GRAPE (⭐618) - GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations

Graph Manipulation / Others

• Networkx (⭐17k) - Network Analysis in Python.

• Rustworkx (⭐1.6k) - A high performance Python graph library implemented in Rust.

• graph-tool - an efficient Python module for manipulation and statistical analysis of graphs (a.k.a. networks).

• igraph (⭐1.4k) - Python interface for igraph.

3. Free for Dev

APIs, Data, and ML

• IP Geolocation API by ipwho.org - 2,000 free requests per day. Fast, enterprise grade API at non-enterprise prices. Trusted by developers, corporate, government and education clients. Servers in 12+ regions.

4. Awesome Healthcare

Contents / Scribe

• OpenScribe (⭐27) - Open source, local-first medical scribe platform for recording clinical encounters, transcribing audio, and generating structured draft clinical notes.

Contents / Libraries

• Scanpy - Single-cell RNA-seq analysis library in Python.

Contents / Integration

• OpenWearables (⭐433) - Self-hosted platform to unify wearable health data through one AI-ready API.

Contents / Bioinformatics

• FlashDeconv (⭐8) - High-performance spatial transcriptomics deconvolution for cell type mapping in tissue samples.

5. GoBooks

Related Lists / Why does this book look so different?

• JavaScript Books (⭐77) – A collection of books and learning resources for JavaScript

• PostgreSQL Books (⭐26) – A curated list of books and guides for PostgreSQL

• Python Books (⭐14) – A comprehensive list of Python books and tutorials

6. Awesome Agi Cocosci

Domain Specific Language / Design Theory

• PLIERS: A Process that Integrates User-Centered Methods into Programming Language Design - ACM Transactions on Computer-Human Interaction, 2021. [All Versions]. Programming language design requires making many usability-related design decisions. However, existing HCI methods can be impractical to apply to programming languages: languages have high iteration costs, programmers require significant learning time, and user performance has high variance. To address these problems, the authors adapted both formative and summative HCI methods to make them more suitable for programming language design. The authors integrated these methods into a new process, PLIERS, for designing programming languages in a user-centered way. The authors assessed PLIERS by using it to design two new programming languages. Glacier extends Java to enable programmers to express immutability properties effectively and easily. Obsidian is a language for blockchains that includes verification of critical safety properties. Empirical studies showed that the PLIERS process resulted in languages that could be used effectively by many programmers and revealed additional opportunities for language improvement.

7. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• cordova (⭐1) - Provides handy aliases for Apache Cordova commands, inspired by git-style shortcuts (gco, gcb, etc).

• t3-shortcuts (⭐0) - Shortcuts for working with TYPO3 projects. Provides fast navigation commands to jump around TYPO3 project directories.

8. Quick Look Plugins

Plugins

Markdown Preview 💰

Quick look Markdown files with KaTex and Mermaid support.

Purchase on the App Store.

9. Awesome Selfhosted

Software / Content Management Systems (CMS)

• Bolt CMS - Content Management Tool, which strives to be as simple and straightforward as possible. (Source Code (⭐583)) MIT PHP

10. Awesome Vue

Resources / External Resources

• TODOvue Blog (⭐1) - Guides and tutorials on creating modern components with Vue.js. Website

Resources

• Weekly Vue news - A weekly newsletter with the most interesting Vue & Nuxt News, Tutorials, Projects, and Tools.

Projects Using Vue.js / Apps/Websites

• MySigMail - MySigMail is a free, in browser, email signature generator without creating account

11. Awesome Neovim

Note Taking / Cursorline

• carloscalla/notepad.nvim (⭐2) - Quick note-taking in Markdown with both repo-specific and global notepad support.

Split and Window / Indent

• aronjohanns/smooth-resize.nvim (⭐11) - Smooth, continuous window resizing with the default window resizing mappings.

12. Awesome Docker

Monitoring

• DLIA (⭐1) - DLIA is an AI-powered Docker log monitoring agent that uses Large Language Models (LLMs) to intelligently analyze container logs, detect anomalies, and provide contextual insights over time. By @zorak1103

• Next: Jan 27, 2026