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Data Processing / Analytics Libraries & frameworks Clear all

24 results in this catalog5,996 indexed · Updated

Showing 1–24

Archived excluded · Forks excluded

  1. scikit-learn / scikit-learn

    67,859

    Library

    scikit-learn: machine learning in Python

    AI / AgentsData Processing / Analytics

    Written in PythonWorks with Python

    License: BSD-3-ClausePushed
    GitHubWebsite

  2. pathwaycom / pathway

    62,088

    Framework

    Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

    Data Processing / Analytics

    Written in Python

    License: Unrecognized: OtherPushed
    GitHubWebsite

  3. K-Dense-AI / scientific-agent-skills

    53,781

    Library

    Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

    Data Processing / Analytics

    Written in Python

    License: MITPushed
    GitHubWebsite

  4. pandas-dev / pandas

    50,233

    Library

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Data Processing / Analytics

    Written in PythonWorks with Python

    License: BSD-3-ClausePushed
    GitHubWebsite

  5. ray-project / ray

    44,103

    Library

    Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

    AI / AgentsData Processing / Analytics

    Written in Python

    License: Apache-2.0Pushed
    GitHubWebsite

  6. pola-rs / polars

    40,153

    Library

    Extremely fast Query Engine for DataFrames, written in Rust

    Data Processing / Analytics

    Written in RustWorks with Rust, Python, JavaScript, R, SQL

    License: MITPushed
    GitHubWebsite

  7. numpy / numpy

    33,089

    Library

    The fundamental package for scientific computing with Python.

    Data Processing / Analytics

    Written in PythonWorks with Python

    License: Unrecognized: OtherPushed
    GitHubWebsite

  8. d2l-ai / d2l-en

    29,904

    Framework

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

    AI / AgentsData Processing / Analytics

    Written in Python

    License: Unrecognized: OtherPushed
    GitHubWebsite

  9. PrefectHQ / prefect

    24,061

    Framework

    Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

    Data Processing / Analytics

    Written in Python

    License: Apache-2.0Pushed
    GitHubWebsite

  10. akfamily / akshare

    23,037

    Library

    AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

    Data Processing / Analytics

    Written in Python

    License: MITPushed
    GitHubWebsite

  11. qax-os / excelize

    21,013

    Library

    Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

    AI / AgentsData Processing / Analytics

    Written in Go

    License: BSD-3-ClausePushed
    GitHubWebsite

  12. isl-org / Open3D

    14,112

    Library

    Open3D: A Modern Library for 3D Data Processing

    AI / AgentsData Processing / AnalyticsDesktop GUI

    Written in C++

    License: Unrecognized: OtherPushed
    GitHubWebsite

  13. cocoindex-io / cocoindex

    11,738

    Framework

    Incremental engine for long horizon agents 🌟 Star if you like it!

    AI / AgentsData Processing / Analytics

    Written in RustWorks with Python

    License: Apache-2.0Pushed
    GitHubWebsite

  14. apache / datafusion

    9,509

    Library

    Apache DataFusion SQL Query Engine

    Data Processing / AnalyticsDatabases / Storage

    Written in RustWorks with Rust, Python

    License: Apache-2.0Pushed
    GitHubWebsite

  15. lance-format / lance

    7,196

    Library

    Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

    AI / AgentsData Processing / AnalyticsDatabases / Storage

    Written in RustWorks with Rust, Python

    License: Apache-2.0Pushed
    GitHubWebsite

  16. aalhour / C-Sharp-Algorithms

    6,165

    Library

    :books: :chart_with_upwards_trend: Plug-and-play class-library project of standard Data Structures and Algorithms in C#

    Data Processing / Analytics

    Written in C#

    License: MITPushed
    GitHub

  17. image-rs / image

    5,893

    Library

    Encoding and decoding images in Rust

    Data Processing / Analytics

    Written in Rust

    License: Apache-2.0Pushed
    GitHub

  18. Eventual-Inc / Daft

    5,808

    Library

    High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

    AI / AgentsData Processing / Analytics

    Written in RustWorks with Python

    License: Apache-2.0Pushed
    GitHubWebsite

  19. rust-ndarray / ndarray

    4,332

    Library

    ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

    Data Processing / Analytics

    Written in Rust

    License: Apache-2.0Pushed
    GitHubWebsite

  20. lakesoul-io / LakeSoul

    3,258

    Framework

    LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

    Data Processing / AnalyticsDatabases / Storage

    Written in Rust

    License: Apache-2.0Pushed
    GitHubWebsite

  21. sfu-db / connector-x

    2,660

    Library

    Fastest library to load data from DB to DataFrames in Rust and Python

    Data Processing / AnalyticsDatabases / Storage

    Written in Rust

    License: MITPushed
    GitHubWebsite

  22. yuankunzhang / charming

    2,603

    Library

    A visualization library for Rust

    Data Processing / Analytics

    Written in Rust

    License: Apache-2.0Pushed
    GitHub

  23. rust-bio / rust-bio

    1,842

    Library

    This library provides implementations of many algorithms and data structures that are useful for bioinformatics. All provided implementations are rigorously tested via continuous integration.

    Data Processing / Analytics

    Written in Rust

    License: MITPushed
    GitHubWebsite

  24. yobix-ai / extractous

    1,784

    Library

    Fast and efficient unstructured data extraction. Written in Rust with bindings for many languages.

    AI / AgentsData Processing / Analytics

    Written in Rust

    License: Apache-2.0Pushed
    GitHub
About this catalog

“All projects” means all projects in this index, including resources and education. We have not indexed every GitHub repository. Discovery uses public GitHub searches across Rust, Python, JavaScript, TypeScript, Go, Java, C, C++, C#, and other languages, plus category queries. Configured star floors favor established projects; smaller or newer projects may be missing.

Topics and specific description phrases determine categories and project kinds, supplemented by a small override file. Projects can have multiple categories; insufficient evidence stays unclassified or unknown. Libraries & frameworks is the default view; select Resources / education or Everything to find tutorials and curated lists. Clear all restores this default, with archived repositories and forks excluded. UI categories describe products for building interfaces, not every app with a GUI. Labels are discovery aids and may be imperfect.

A public repository is not proof of an open-source license. Licenses are shown as reported by GitHub; missing or unrecognized metadata is stated explicitly. Review the repository’s license before use. Stars measure popularity, not quality.

Results use a local snapshot. Updated is the actual GitHub metadata fetch time, independent of server startup or reclassification. Written in is GitHub’s primary implementation language. Works with covers a small verified set; an unlisted ecosystem is unverified, not unsupported. Works with links on project rows cite official documentation and verification dates; this is separate from the GitHub fetch time. Refreshes run in the background; failed or incomplete refreshes retain the last valid catalog. “Last pushed” uses GitHub’s pushed_at, not metadata update time.

Search matches whole terms across names, descriptions, topics, categories, project type, implementation language, and verified ecosystems. Name prefixes help as you type. Automatic sorting uses Most stars without text and Best match with text; choosing another sort preserves your choice. The legacy category=frontend link now selects Web frontend.