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SciPy

SciPy developers (NumFOCUS) · Mathematical & statistical computing

Core open-source Python library for scientific computing on NumPy arrays: optimization, integration, interpolation, linear algebra, sparse matrices, statistics, signal processing

BSD-3-ClauseFreeOpen sourceLocalNov 2, 2026

Scrapy

Scrapy developers (maintained with Zyte) · Data collection & crawling

In-depth entry

Mature open-source Python framework for writing crawlers (spiders) that fetch pages asynchronously, extract structured items and export them through pipelines

BSD-3-ClauseOpen sourceFreeLocalSelf-hostedNov 2, 2026

Sentence Transformers

Hugging Face · Embeddings, reranking & retrieval

Python library for computing and training embedding, cross-encoder reranker, sparse and multi-vector retrieval models, maintained by Hugging Face with thousands of pretrained models on the Hub

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

shadcn/ui

shadcn · Web frameworks & UI

Collection of accessible React components built on Radix primitives and Tailwind CSS that are copied into a project's source rather than installed as a dependency

MITOpen sourceFreeLocalNov 2, 2026

Sphinx

Sphinx team · Documentation tooling

Python documentation generator using reStructuredText or MyST Markdown with cross-referencing, API autodoc and output to HTML, PDF via LaTeX, ePub and man pages

BSD-2-ClauseOpen sourceFreeLocalNov 2, 2026

SQLite

SQLite Consortium / Hipp, Wyrick & Company · Relational databases

In-depth entry

Public-domain embedded SQL database engine that stores a whole database in one file and ships inside most operating systems and browsers

Open sourceOpen sourceFreeLocalNov 2, 2026

statsmodels

statsmodels developers (NumFOCUS) · Econometrics & causal inference

In-depth entry

Python library for estimating statistical and econometric models with R-style formulas, rich result summaries and tests: OLS, GLM, discrete choice, ARIMA, state space, VAR and more

BSD-3-ClauseFreeOpen sourceLocalNov 2, 2026

Swift

Apple Inc. · Swift & SwiftUI development

In-depth entry

Apple's compiled, memory-safe, multi-paradigm language for Apple platforms, Linux, Windows and embedded targets, developed in the open at swift.org

Apache-2.0Open sourceFreeLocalNov 2, 2026

SymPy

SymPy Development Team · Mathematical & statistical computing

Pure-Python computer algebra system for symbolic algebra, calculus, equation solving, matrices, physics modules, code generation and LaTeX output

BSD-3-ClauseFreeOpen sourceLocalNov 2, 2026

Tailwind CSS

Tailwind Labs · Web frameworks & UI

Utility-first CSS framework from Tailwind Labs that styles markup with composable class names and generates only the CSS a project uses

MITOpen sourceFreeLocalNov 2, 2026

Transformers

Hugging Face · Training & fine-tuning

Hugging Face's model-definition library for text, vision, audio, video and multimodal models, with Pipeline, Trainer and generate APIs used as the reference by training and inference engines

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

Trino

Trino Software Foundation · Analytical engines & OLAP

Distributed SQL query engine that federates queries across data lakes, warehouses and databases through connectors, formerly PrestoSQL

Apache-2.0Open sourceFreeSelf-hostedNov 2, 2026

TypeScript

Microsoft · Programming languages & runtimes

In-depth entry

Statically typed superset of JavaScript from Microsoft that compiles to plain JavaScript and powers editor tooling across the web ecosystem

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

Unsloth

Unsloth AI · Training & fine-tuning

Open-source framework for fine-tuning and running LLMs with reduced memory, covering LoRA, QLoRA, full fine-tuning and RL, GGUF export, Dynamic quantizations and a local Studio/Desktop UI

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

Vega-Altair

Vega-Altair developers (Vega project) · Data visualization

Declarative Python visualization library that compiles concise chart specifications to Vega-Lite JSON for interactive, grammar-of-graphics plots

BSD-3-ClauseOpen sourceFreeLocalNov 2, 2026

Vite

VoidZero / Vitest team · Web frameworks & UI

Front-end build tool and development server that serves native ES modules during development and bundles for production, with a plugin API shared by many frameworks

MITOpen sourceFreeLocalNov 2, 2026

Vitest

VoidZero / Vitest team · Testing & QA

Vite-native unit test framework for JavaScript and TypeScript with a Jest-compatible API, watch mode, coverage and browser mode

MITOpen sourceFreeLocalNov 2, 2026

vLLM

vLLM project (originated at UC Berkeley Sky Computing Lab) · Local LLM inference & serving

In-depth entry

High-throughput LLM inference and serving engine with PagedAttention, continuous batching, quantization and an OpenAI-compatible server for GPU and accelerator clusters

Apache-2.0Open sourceFreeSelf-hostedNov 2, 2026

Whisper

OpenAI · Voice, vision & multimodal AI

OpenAI's open-source multilingual speech recognition model family with MIT-licensed code and weights, a Python package and CLI for transcription, translation and language identification

MITOpen sourceFreeLocalMaintenanceNov 2, 2026

yfinance

Ran Aroussi and contributors · Market & fundamentals data

Open-source Python library that downloads price history, fundamentals, options chains and fund data from Yahoo Finance's unofficial endpoints for research and education

Apache-2.0FreeOpen sourceLocalNov 2, 2026

Zipline Reloaded

Stefan Jansen (ML4Trading) · Financial analysis & investing

Community-maintained fork of Quantopian's Zipline, an event-driven Python backtester with data bundles and the Pipeline API

Apache-2.0Open sourceFreeLocalBroken

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