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awesome-javascript-data-science

Awesome JavaScript Data Science
https://github.com/hodovani/awesome-javascript-data-science

Last synced: 1 day ago
JSON representation

  • Environments

    • Kaggle Notebooks - Run analyses on Google Cloud using Python or R.
    • Starboard Notebooks - Interactive JavaScript notebooks in your browser with minimal setup.
    • HASH - Create and run multi-agent simulations in your browser.
    • Observable - The magic notebook for Exploring Data.
    • Runkit - A Node Playground in your Browser.
    • Iodide - Lets you do data science entirely in your browser.

  • Natural Language Processing

    • Talisman - A straightforward & modular NLP, machine learning & fuzzy matching library for JavaScript.
    • wink - Open Source packages for NLP, ML and Statistics in Node JS to build production grade solutions.
    • twitter-text-js - A JavaScript utility that provides text processing routines for Tweets.
    • Compromise - Modest natural-language processing.
    • Natural - General natural language facilities for node.
    • node-nlp - A Fork of Natural with many additional capabilities.
    • sentiment - AFINN-based sentiment analysis for Node.js.
    • Knwl.js - Find Dates, Places, Times, and More. A .js library for parsing text for specific information.
    • Talisman - A straightforward & modular NLP, machine learning & fuzzy matching library for JavaScript.
    • Franc - Natural language detection.
    • transformers.js - Run Hugging Face Transformer models directly in JavaScript (browser or Node.js) using WebAssembly acceleration.

  • Data Formats

    • Apache Arrow - Enable big data systems to process and transfer data quickly.
    • Papa Parse - Powerful, in-browser CSV parser.

  • Math and Statistics

    • mathjs - An extensive math library for JavaScript and Node.js.
    • jStat - Perform advanced statistical operations.
    • bluemath - Math kernel in JavaScript.
    • stdlib - A standard library for JavaScript, with an emphasis on numerical and scientific computing applications.
    • Simple Statistics - Statistical methods in readable JavaScript for browsers, servers, and people.
    • jStat - Perform advanced statistical operations.
    • BigInteger.js - Is an arbitrary-length integer library for JavaScript.
    • fermat.ts - Powerful mathematics and statistics library, containing everything from number theory to random numbers and linear algebra classes.
    • Simple Statistics - A JavaScript implementation of descriptive, regression, and inference statistics.

  • Machine learning

    • machinelearn.js - Machine Learning library for the web and Node.
    • mljs - Machine learning tools in JavaScript.

  • Visualization

    • Nivo - A rich set of dataviz components, built on top of the awesome d3 and Reactjs libraries.
    • Chart.js - Simple yet flexible JavaScript charting for designers & developers.
    • Plotly.js - General-purpose data visualization.
    • Vega - A Visualization Grammar.
    • Observable Plot - A high-level, experimental library for exploratory data visualization, from the creators of Observable.
    • C3.js - D3-based reusable chart library.

  • Data Munging

    • datalib - A JavaScript data utility library.
    • zebras - A data manipulation and analysis library written in JavaScript offering the convenience of pandas or R.
    • duckdb-wasm - DuckDB compiled to WebAssembly, letting you run fast SQL queries locally in the browser or Node.js.
    • Lodash - A modern JavaScript utility library delivering modularity, performance & extras.
    • jq-web - The command-line JSON processor, compiled with emscripten and exposed as JavaScript library.
    • sql.js - SQLite compiled to JavaScript through Emscripten.

  • Deep Learning

    • WebDNN - Fastest DNN Execution Framework on Web Browser.
    • TensorFlow.js - TensorFlow.js is a library for developing and training ML models in JavaScript, and deploying in browser or on Node.js.
    • ml5 - Friendly Machine Learning for the Web.
    • brain.js - Neural networks in JavaScript.

  • Other languages

    • Pyodide - The scientific Python stack, compiled to WebAssembly.
    • PyScript - A framework that allows you to run Python in the browser, built on top of Pyodide and WebAssembly.
Programming Languages
JavaScript 13 TypeScript 4 HTML 1
Categories
Natural Language Processing 11 Math and Statistics 9 Data Munging 6 Visualization 6 Environments 6 Deep Learning 4 Other languages 2 Machine learning 2 Data Formats 2
Sub Categories
Keywords
javascript 10 nlp 4 typescript 3 math 3 mathematics 3 statistics 3 natural-language-processing 2 node 2 emscripten 2 d3 2 sentiment-analysis 2 svg 2 visualization 2 machine-learning 2 nodejs 2 nlu 1 entity-extraction 1 conversational-ai 1 named-entity-recognition 1 part-of-speech 1 canvas 1 vega 1 visualization-grammar 1 afinn 1 analysis 1 classifier 1 chatbot 1 bots 1 bot 1 regression 1 ml 1 data-visualization 1 charts 1 natural-language 1 natural 1 language-detection 1 language 1 detection 1 detect 1 classify 1 olap 1 sql 1 webassembly 1 data-analysis 1 data-science 1 functional-programming 1 pandas 1 ramda 1 jq 1 json 1