Data

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Awesome

An open API service indexing awesome lists of open source software.

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/gagniuc/world-smallest-js-chart-v2.0

Chart 2.0 is represented by a function that draws on a canvas object using consecutive numeric values. Version 2.0 of this compact chart takes into account both positive and negative values from the input. Thus, chart 2.0 uses a lower bound as well as an upper bound.

chart chartjs data-visualization javascript js lower-bound maximum minimum native plot small upper-bound visualization x-axis y-axis

Last synced: 12 Apr 2025

https://github.com/CodeForAfrica/HURUmap-UI

HURUmap UI React chart and visualisation components powering geo-data platforms across Africa. Accessible at https://codeforafrica.github.io/HURUmap-UI/

charts code-for-africa data-visualization graphs hurumap hurumap-ui material-design react reactjs storybook

Last synced: 03 Apr 2025

https://github.com/sevdanurgenc/r-programming-for-data-science-lecture-notes

In this repo, I have the course contents of R Programming For Data Science training, which will be given to Sigorta Bilgi ve Gözetim Merkezi by the cooperation of Academy Peak Information Technologies Training and Consultancy between 21 - 23 March 2023.

data-analysis data-science data-visualization r r-programming r-programming-projects

Last synced: 11 Oct 2025

https://github.com/notyusheng/tracepcap

Self-hosted LLM network packet analysis tool. Visualize network traffic patterns, analyze packet flows, generate intelligent filters, and gain insights through AI-powered analysis. Perfect for network troubleshooting, security analysis, protocol debugging, or educational purposes.

ai blue-team cyber-defense cybersecurity data-visualization llm ndpi network-forensics network-monitoring network-visualization packet-analysis pcap pcap-analyzer pcap4j protocol-analysis self-hosted sgds soc tshark wireshark

Last synced: 05 Apr 2026

https://github.com/sodascience/map-explorer

Map Explorer is a Vue.js web application for rendering GeoJSON maps with dynamic region coloring based on external data.

choropleth data-analysis data-visualization geojson

Last synced: 10 Feb 2026

https://github.com/nsmyself/footballkit

A football play data visualisation library

data-visualization football swift

Last synced: 17 Mar 2026

https://github.com/prajwalchapke055/accenture-data-analytics-and-visualization-forage

NAVIGATING NUMBERS - Apply your data analytics & visualization skills to advise a social media client on their content creation strategy as a Data Analyst at Accenture

accenture communication data-analysis data-modeling data-understanding data-visualization forage internship internship-task job-simulation presentation project-planning public-speaking storytelling strategy teamwork virtual-internship

Last synced: 24 Feb 2026

https://github.com/anthonypdawson/vector-inspector

The missing developer tool for working with vector databases. A comprehensive desktop app for visualizing, querying, and managing vector data.

chromadb clustering data-visualization developer-tools embedding-vectors embeddings hdbscan hnsw lancedb pgvector pinecone pyside6 qdrant rag retrieval-augmented-generation semantic-search vector-database vector-db vector-inspector vector-search

Last synced: 07 Apr 2026

https://github.com/nightwielder23/exoplanet-explorer

Interactive star map of 6,160+ NASA confirmed exoplanets built with React and D3.js

astronomy canvas d3js data-visualization exoplanet interactive-map nasa nasa-api portfolio react space tailwinds vite

Last synced: 23 Apr 2026

https://github.com/iondv/report

IONDV. Framework: Report module is to form the analytical reports.

analytics businessintelligence css data data-analysis data-visualization iondv iondv-module reporting

Last synced: 12 Mar 2026

https://github.com/farahibrar/kpmg-job-simulation

This repository showcases my work from the KPMG Technology Job Simulation by Forage, focusing on Data Analytics and Cloud Engineering. Explore how I tackled real-world business challenges through sales data analysis, regional growth strategies, and AWS architecture design, highlighting my analytical and technical expertise.

aws-architecture business-intelligence cloud-engineering cloud-strategy-and-design data-analysis data-visualization fintech-solutions forage kpmg kpmg-careers python-for-data-analysis sales-data-insights sustainable-retail-analysis

Last synced: 24 Jan 2026

https://github.com/sujinleeme/sg-int-marriage

Marriage in A Multi-Ethnic Singapore / 2nd Price of XDS Data Visualization Storytelling Challenge 🥈/ React-Bubble-Chart

d3-force data-visualization datavis lottie-web react react-bubble-chart storytelling

Last synced: 05 May 2026

https://github.com/m-barker/fibs-reporter

Automatically generate a pdf report containing feature importance, baseline modelling, spurious correlation detection, and more, from a single command line input for any given ML CSV file

audio-analysis audio-processing automation automl baseline-model data-analysis data-visualization feature-extraction feature-visualization machine-learning pdf-generation

Last synced: 14 Jan 2026

https://github.com/tylerrrkd/house-price-visualization

基于Django REST framework的广州市房源房价预测系统后端API设计

data-visualization django-rest-framework house-price-prediction

Last synced: 10 Oct 2025

https://github.com/tuliosg/cdp

Repositório do curso "Ciência de Dados para Pesquisa".

data-analysis data-manipulation data-science data-visualization google-colab jupyter-notebook python

Last synced: 03 Mar 2026

https://github.com/epiviz/epiviz-chart

Epiviz-chart: Component library for genomic data visualization

data-visualization epiviz genomics polymer visualization webcomponents

Last synced: 03 Apr 2026

https://github.com/sondosaabed/prosper-loan-analysis

A Comprehensive exploratory data analysis (EDA) on a loan dataset to uncover key trends, patterns, and relationships among various loan attributes. By visualizing and analyzing the data, we aim to gain insights into loan performance, borrower characteristics, and market dynamics. 🪙🏦

data-analyst-nanodegree data-visualization explanatory-data-analysis exploratory-data-analysis matplotlib pandas python seaborn udacity-nanodegree

Last synced: 08 Oct 2025

https://github.com/jasdumas/hartford-police

Shiny Flexdashboard of Hartford Crime Incidents (2005 - Current) :oncoming_police_car:

civic-tech crime-incidents data-visualization hartford r shiny

Last synced: 15 Feb 2026

https://github.com/dataiku/dss-plugin-nlp-visualization

Dataiku DSS plugin to visualize text as word clouds in 59 languages ☁

data-visualization dataiku dataviz dss-plugin natural-language-processing nlp text-visualization wordcloud

Last synced: 04 Apr 2026

https://github.com/caleydo/coral

A web-based visual analysis tool for creating and characterizing cohorts.

cohort-analysis data-analysis data-visualization genomics web-application

Last synced: 19 Jan 2026

https://github.com/milos-agathon/forest_map_europe

This repo demonstrates how to easily overlay community polygons on forest cover data and make a beautiful map using R and ggplot2

data-science data-visualization ggplot2 gis r satellite-imagery spatial-analysis zonal-statistics

Last synced: 04 Apr 2026

https://github.com/gavinmgrant/tricharts

Beautiful, interactive 3D charts for React — powered by Three.js and React Three Fiber

3d charts data-visualization open-source r3f react threejs visualization

Last synced: 13 Apr 2026

https://github.com/virajbhutada/tableau-data-vizzes

Engage with a growing collection of Tableau dashboards covering financial trends, HR analytics, streaming service insights, real estate dynamics, and more. Meticulously crafted for valuable insights, this repository continues to expand with new and compelling visualizations.

business-analytics data-analysis data-visualization hr-analytics industry-trends netflix performance-metrics stock-market-analysis strategic-analytics tableau visual-insights

Last synced: 02 Mar 2026

https://github.com/codeer-ai/generative-ui

Transform your data into beautiful, interactive React components using AI. Powered by Google Gemini 2.5 Flash Lite with real-time streaming and modern UI components.

ai data-visualization gemini generative-ui nextjs react typescript

Last synced: 16 Apr 2026

https://github.com/aszenz/data-explorer

Explore malloy models, a static site builder for sharing data explorations.

data-analytics data-modelling data-visualization

Last synced: 19 Jan 2026

https://github.com/vintuss/inpenso

A modern iOS expense tracker that helps you monitor spending habits with beautiful analytics and budget management.

analytics budget-app data-visualization expense-tracker ios mobile-app personal-finance productivity swift swiftui tools

Last synced: 16 Mar 2026

https://github.com/locphan2207/emotion-diary

A mobile app to keep track of user emotions, built by React Native and Firebase

data-visualization javascript react-native victory-native

Last synced: 27 Feb 2026

https://github.com/egor-progger/pointlinejs

Typescript library for drawing and visualization diagrams, binary tree, comments tree.

binary-tree data-visualization diagram-generator diagrams html javascript pointlinejs svg tree-structure typescript visualization

Last synced: 25 Feb 2026

https://github.com/juanchiparra/recreating-with-d3

A weekly personal challenge with D3.js.

d3 data-visualization

Last synced: 04 Mar 2026

https://github.com/unicef/magasin

Cloud native open-source end-to-end data / AI / ML platform

cloud dagster data data-pipelines data-science data-visualization helm-charts kubernetes magasin

Last synced: 21 Apr 2025

https://github.com/memoryfraction/LLSDA-Lightning-Location-System-Data-Analyzer

LLSDA is a public benefit project that helps lightning engineers and lightning scientists analyze lightning distribution. 一款跨平台的闪电定位（LLS）数据分析工具软件基础类库，用于对LLS数据进行时空特征分析，帮助雷电相关分析人员(科研人员、学生)提高开发效率、避免重复造轮子。

data-analysis data-visualization lightning-location-system public-benefits

Last synced: 04 May 2025

https://github.com/sayakpaul/analysis-of-college-database-of-2017-passouts

Contains my analysis of a database containing information about the students of an engineering college.

data-analysis data-visualization matplotlib python-3

Last synced: 12 Jun 2025

https://github.com/ronaldkanyepi/geolocation-app-python-streamlit-folium

This is an app to find Geo Location data based on the IP address of the device

data-visualization datascience folium folium-maps maps python streaming-data streamlit streamlit-webapp

Last synced: 09 Apr 2025

https://github.com/chaitanyac22/lending-club-project---data-analysis-for-a-consumer-finance-company

Lending Club is a consumer finance company that specializes in lending various types of loans to urban customers. When the company receives a loan application, the company has to make a decision for loan approval based on the applicant’s profile. The project work aims to help the company in understanding the driving factors (or driver variables) behind loan default, i.e. the variables which are strong indicators of default. The company can utilize this knowledge for its portfolio and risk assessment.

banking business-intelligence data-analysis data-cleaning data-manipulation data-visualization exploratory-data-analysis feature-engineering finance portfolio-management python3 risk-assessment statistics

Last synced: 23 Aug 2025

https://github.com/lirael/vuejs-d3-uxgraph-demo

Live demo for UXgraph

d3 data-visualization ux vue2 vuejs

Last synced: 01 Aug 2025

https://github.com/pyladiesams/intro-data-storytelling-dec2024

Learn how elements of storytelling can be applied to data visualization, and how to effectively tell the story in your data.

data-storytelling data-visualisation data-visualization data-visualizations data-viz workshop

Last synced: 05 Mar 2026

https://github.com/dianaow/network-explorer

A graph visualization tool built with React, Graphin, D3, and Ant Design

ant-design antd antv data-visualization data-viz g6 graph-visualization graphs network-visualization react

Last synced: 25 Sep 2025

https://github.com/dianaow/d3-react-components

React/D3.js: A collection of chart components to generate data visualizations

d3 d3-react d3-visualization d3js d3v6 dashboard data-visualization react-components reactjs

Last synced: 25 Sep 2025

https://github.com/raoumer/dwx

Deep Web Extractor (DWX): Deep Web Extractor system is using statistical machine learning models for crawling and data discovery from the Deep Web (i.e., massive and quality portion of World Wide Web) to build knowledge based databases.

data-discovery data-science data-visualization machine-learning python

Last synced: 09 Mar 2026

https://github.com/aymane-maghouti/real-time-data-pipeline-using-kafka

This project implements a real-time data pipeline using Apache Kafka, Python's psutil library for metric collection, and SQL Server for data storage. The pipeline collects metrics data from the local computer, processes it through Kafka brokers, and loads it into a SQL Server database. Additionally, a real-time dashboard is created using Power BI.

apache-kafka data-collection data-streaming data-visualization powerbi python real-time real-time-data-pipeline

Last synced: 05 Jul 2025

https://github.com/rrrlw/visual-tda

R code associated with preprint proposing flat persistence diagram for better visualization of persistent homology.

data-visualisation data-visualization persistent-homology r topological-data-analysis

Last synced: 07 Aug 2025

https://github.com/xuan-liang/ggmatplot

An R package for plotting wide-format data

data-visualization r-package

Last synced: 21 Feb 2026

https://github.com/haroldeustaquio/Air-Quality-Analysis-in-Lima

The Lima Air Quality Analysis project aims to collect, analyze and visualize air quality data in the city of Lima, Peru. We will use API to obtain real-time data from https://waqi.info/

analytics data-visualization powerbi python sqlite

Last synced: 30 Sep 2025

https://github.com/ameros/gedcom-svg-tree

gedcom-svg-tree is an open-source browser-based tool that converts any GEDCOM file into a clean, scalable SVG family tree. It requires no server, runs entirely client-side, and works perfectly on GitHub Pages. Ideal for genealogists, historians, and digital humanities.

d3 dag dagre-d3 data-visualization family-tree gedcom genealogical-trees genealogy javascript svg visuzalization

Last synced: 20 Feb 2026

https://github.com/vishnu-t-r/data-analytics-portfolio-projects

This repository contain data analyst portfolio projects developed using various data analytics tools including SQL, Python, Tableau, Looker etc.

data data-analysis data-cleaning data-modeling data-visualization looker looker-studio python sql ssms tableau

Last synced: 23 Apr 2025

https://github.com/patriloto/visualizacion_datos_con_perspectiva_de_genero_y_r

Taller "Desmitificando los datos, visualización desde la Ciencia de Datos con perspectiva de género usando R" dictado dentro del ciclo de charlas ReinvertarTEC

data-visualization feminism ggplot2 r

Last synced: 23 Apr 2025

https://github.com/sanketrs/implementation-of-modern-data-engineering-architecture-with-fabric_analytics

Building a next-generation hybrid data pipeline architecture that combines the power of Microsoft Fabric, Azure Cloud, and Power BI. This pipeline is engineered to tackle the challenges of real-time data ingestion, multi-layered processing, and analytics, delivering business-critical insights.

azure azure-data-factory azure-fabric bi-analytics big-data-analytics big-data-projects cloud-data-warehouse cloud-dataflow data-analytics data-engineering data-engineering-pipeline data-engineering-project data-pipeline-monitoring data-science data-visualization data-warehouse etl etl-framework etl-pipeline

Last synced: 14 Apr 2026

https://github.com/jacobgrisham/data-structures-and-algorithms-visualizer

Front-end single-page static website built with D3, React.js, Typescript, ES6 Javascript, Sass with CSS Modules and fine-tuned with Progressive Web App (PWA) capability. Site hosted on Netlify with Google Domains as DNS provider.

algorithms algorithms-and-data-structures algorithms-visualizer circleci css-modules d3 data-visualization es6-javascript front-end-web-development jamstack javascript netflify progressive-web-app pwa react reactjs sass scss sorting-algorithms typescript

Last synced: 26 Apr 2025

https://github.com/sonatipek/socketio-data-visualization

The identified data was made meaningful using Pandas and Numpy. Python and JS codes were communicated via Socket.io and this meaningful data was visualized with Apache ECharts.

apache-echarts bootstrap5 data-visualization echarts javascript numpy pandas python socket socket-io sonatipek

Last synced: 26 Jul 2025

https://github.com/b1nary-gr0up/openalysis

OPENALYSIS is a tool for visualizing and analyzing data from the GitHub open source community.

command-line-tool community data-visualization github go grafana open-source

Last synced: 14 Apr 2025

https://github.com/PatriLoto/visualizacion_datos_con_perspectiva_de_genero_y_R

Material del Taller "Desmitificando los datos, visualización desde la Ciencia de Datos con perspectiva de género" dictado dentro del ciclo de charlas ReinvertarTEC

data-visualization feminism ggplot2 r

Last synced: 13 Jul 2025

https://github.com/byte-power/polydash

Data integration, visualization, dashboard and sharing, support white-label.

analytics data-visualization

Last synced: 11 Apr 2025

https://github.com/molecularcartography/optimusviewer

An app for visualizing LC-MS features detected with Optimus workflow

amcharts cplusplus-11 data-visualization javascript lc-ms mass-spectrometry qt5 sqlite3

Last synced: 25 Apr 2025

https://github.com/FCC/pirateaction2

pirate action version 2

data data-visualization gis map

Last synced: 27 Jul 2025

https://github.com/jeffreyshen19/political-cartoon-visualizer

An exploration of the late 1800s through political cartoons of the era. Developed for an internship w/ the Library of Congress

data-visualization javascript library-of-congress

Last synced: 27 Jul 2025

https://github.com/erictleung/data-science

:computer: Repository for teaching materials and notes on machine learning and data science for freeCodeCamp

data-cleaning data-engineering data-science data-visualization freecodecamp learning machine-learning mathematics notes python statistics

Last synced: 25 Mar 2025

https://github.com/s4m-mo/stock-search

Stock Search is a streamlit web application that uses innovative machine learning algorithms to predict future stock prices. DISCLAIMER: NONE OF THIS OR WHAT YOU SEE IN THE APP IS FINANCIAL ADVICE. DO NOT USE IN A REAL FINANCIAL SITUATION.

data-visualization machine-learning stock-market

Last synced: 03 Jul 2025

https://github.com/jocelynvelarde/eduvision

Use of computer vision to provide metrics of student focus inside the class, with the implementation of Generative AI to create personalized lesson plans or content for sessions.

computer-vision data-visualization education generative-ai openai opencv python

Last synced: 24 Apr 2025

https://github.com/RDeconomist/RDeconomist.github.io

RapidCharts - a site for teaching and demonstrating Data Science and Visualisation techniques

data data-science data-visualization economics politics sports

Last synced: 08 Apr 2025

https://github.com/dhhruv/the-sparks-foundation-internship-tasks

This Repository is dedicated to the completion of my Task with video from The Sparks Foundation (Graduate Rotational Internship Program).

business-analytics data-science data-visualization grip gripmay21 intern internship jupyter machine-learning python task-6 task6 the-sparks-foundation thesparksfoundation tsf

Last synced: 19 Sep 2025

https://github.com/kinotiodotio/drowser

Drowser Studio is a robust and intuitive app designed to help users track, visualize, and analyze the performance of various tests over time. 📈🚀

ai data-visualization easy-to-use json-config monitoring nextjs nodejs self-hosted shadcn-ui testing typescript

Last synced: 01 Apr 2025

https://github.com/milos-agathon/create-railway-map-from-osm

Eager to use OpenStreetMap country-level data from GeoFabrik to create pretty maps but didn't know how? This repo shows 2 ways to download, process and map OSM data

data-science data-visualization geospatial ggplot2 gis maps openstreetmap r sf tidyverse

Last synced: 04 Apr 2026

https://github.com/ahammadmejbah/ultimate-data-science-resources

🚀 Welcome to the Unlimited Data Science Resources community! Dive into a wealth of knowledge with curated tutorials, courses, and insights. Elevate your data science journey with boundless learning opportunities! 📊✨

data-engineering data-mining data-science data-visualization database datascience

Last synced: 26 Feb 2025

https://github.com/ahammadmejbah/data-science-interview-question-and-solution

Data Science Interview Question: Explain the concept of regularization in machine learning. Solution: Regularization is a technique to prevent overfitting by adding a penalty term to the loss function.

data-engineering data-mining data-science data-structures data-visualization database

Last synced: 26 Feb 2025

https://github.com/ndleah/tsf-data-science-internship

This repository contains the tasks performed during the Data Science and Business Analytics Internship at The Sparks Foundation

data-science data-visualization exploratory-data-analysis machine-learning powerbi python virtual-internship

Last synced: 20 Sep 2025

https://github.com/dilums/remix-data-visualizations

How to use remix-run dynamic routing with chart animations

data-visualization reactjs remix-run ssr

Last synced: 12 Apr 2026

https://github.com/ekenes/binning-experiments

Various apps exploring client-side binning in the ArcGIS JS API.

aggregation binning data-visualization

Last synced: 19 Feb 2026

https://github.com/bontavlad/nimdrake

Nim wrapper for the DuckDB high-performance analytical database system

data-visualization database duckdb nim-lang

Last synced: 11 Jun 2025

https://github.com/fusky-labs/pacopanda-drawing-stats

A case study and data analysis project that collects drawings from a furry artist Paco Panda

data-science data-visualization fastapi furries furry furry-fandom pandas python

Last synced: 09 Aug 2025

https://github.com/aqafridi/data-analytics-specialization

In this Specialization of Data Analytics we will use systematic computational analysis of data or statistics using Python. (rarely Excel or Cognos)

beautifulsoup cognos-dashboard data-science data-visualization excel numpy pandas python sql

Last synced: 21 Sep 2025

https://github.com/Jkassof/rsquaire

Htmlwidget for responsive equal-square cartographs in R

d3 data-visualization htmlwidgets maps r

Last synced: 15 Mar 2025

https://github.com/samia35-2973/learning-data-science

📚 This repository is my personal data science learning hub. Explore my journey from the very basics to advanced techniques. Dive into Python, data manipulation, analysis, visualization, and machine learning. Join me as I learn, grow, and experiment in the world of data science.

advanced-machine-learning data-cleaning data-manupulation data-preprocessing data-science-roadmap data-science-tutorials data-structures-and-algorithms data-visualization deep-learning exploratory-data-analysis feature-engineering machine-learning mongodb natural-language-processing neural-network object-oriented-programming python r sql statistics

Last synced: 11 Apr 2026

https://github.com/sayamalt/bank-customer-segmentation

Successfully established a clustering model which can categorize the customers of a renowned Indian bank into several distinct groups, based on their behavior patterns and demographic details.

agglomerative-clustering clustering data-visualization dbscan-clustering exploratory-data-analysis feature-engineering kmeans-clustering model-optimization spectral-clustering unsupervised-machine-learning

Last synced: 15 Aug 2025

https://github.com/manju1807/weatherly-nextjs-weather-app

Weatherly is a comprehensive weather application that provides real-time updates, forecasts, and detailed weather metrics. It's built with modern web technologies to provide a seamless and engaging user experience.

advanced-weather-app data-visualization interactive-maps nextjs-14 openweather-api react reactjs real-time-weather redux-toolkit server-side-rendering tailwindcss typescript weather-app weather-app-react weather-application weather-dashboard weather-forecast weather-monitoring

Last synced: 23 Sep 2025

https://github.com/RemiRigal/DatasetExplorer

A web tool for local dataset browsing and processing developped using the Flask + Angular stack.

ai angular data-processing data-science data-visualization dataset dataset-analysis docker docker-compose flask web-application

Last synced: 30 Jul 2025

https://github.com/qgenlab/diffmethyltools

An automated, end-to-end Python pipeline for differential DNA methylation analysis, region annotation, and visualization.

bioinformatics data-visualization dna-methylation epigenetics python3

Last synced: 11 May 2026

https://github.com/jolars/eunoia

A Rust library for Euler and Venn Diagrams

data-visualization euler-diagrams set-visualization venn-diagrams web-app

Last synced: 12 Jun 2026

Data visualization Awesome Lists
awesome-datascience 940 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 515 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 661 awesome-data-analysis 936 awesome-clojurescript 124 awesome-frontend-gis 199 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-biological-visualizations 70 awesome-python-machine-learning-resources 1,884 awesome-datajournalism 170 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 265 fucking-awesome-creative-coding 85 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 940 fucking-awesome-datascience 238 fucking-awesome-bigdata 414 data-engineering-collection 678 awesome-interests 66 datatools 61 awesome-visual-analytics-healthcare 83 awesome-vega 40 awesome-dataviz 34 awesome-interactive-earth-viz 60 awesome-react-components 556 creative-coding-resources 48 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 587 Uncategorized 478 Python 374 Software packages 362 Literature and Media 348 UI Components 280 Tools 266 Table of Contents 231 Learning Resources 205 Machine Learning 205 Data and models 202 Books 199 Plot layers 196 文本数据和NLP 191 Training Resources 188 Software list 164 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 138 数据可视化 133