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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/beatussum/pmsexp

A software for recovering the position of an object in a video

cpp cpp17 data-visualization physics qt qt5 science utility video

Last synced: 17 May 2026

https://github.com/nimomach/cafe-sales

This analysis focuses on evaluating the sales performance of a cafe by examining key metrics such as total revenue, sales by product category, peak sales times, and many more.

cafe data-analysis data-visualization sales

Last synced: 12 Mar 2026

https://github.com/deliprofesor/health-score-prediction-model-the-impact-of-lifestyle-and-demographic-factors

A machine learning project predicting health scores based on lifestyle and demographic factors like age, BMI, diet, and exercise. Techniques include Random Forest, Polynomial Regression, and Linear Regression, with a focus on model performance and actionable health insights.

cross-validation data data-science data-visualization feature-engineering linear-regression machine-learning polynomial-regression random-forest

Last synced: 10 Apr 2025

https://github.com/archanakokate/iris_flower_classification

Analyzing and modeling the Iris dataset with the aim of classifying the species of Iris flowers.

analytics data-visualization exploratory-data-analysis machine-learning-algorithms

Last synced: 17 Mar 2025

https://github.com/jansim/ridges

R package for downloading and visualizing topographical elevation data.

data-visualization geospatial r ridgeline

Last synced: 02 Mar 2025

https://github.com/mrkirushko/oxywitleaf2csv

Witleaf pulse oxymeter BIN format data decoder

d data-visualization oximeter oxymeter pulseoximeter pulseoxymeter r witleaf

Last synced: 02 Apr 2025

https://github.com/albanecoiffe/uber_data_visu_streamlit

Tableau de bord interactif avec Streamlit permettant d'explorer les données des trajets Uber de janvier 2015 à New York.

data-visualization streamlit

Last synced: 02 May 2026

https://github.com/01110011011101010110010001101111/tigergraph_cosmos_template

Template for TigerGraph and Cosmograph Projects with pyTigerGraph, Fast API, and Cosmos

cosmograph data-visualization tigergraph

Last synced: 26 Mar 2025

https://github.com/freya135/personal-finance-manager

This project is a web-based personal finance manager dashboard built using Next.js and Vercel PostgreSQL. The dashboard aggregates essential financial data to help users track metrics like profits, sales, and customer activity, and it provides easy-to-read visualizations to support data-driven decision-making.

data-visualization nextjs personal-finance-manager postgresql vercel webdashboard

Last synced: 13 Apr 2026

https://github.com/ilke-kas/multivariate-data-analysis

A curated collection of R-based data analysis projects applying regression modeling, clustering, dimensionality reduction, multivariate statistics, and classification. Each project showcases practical data science techniques, interpretability, and domain insights using real-world and academic datasets.

classification data-analysis data-visualization dimensionality-reduction machine-learning multivariate-analysis r regression statistics

Last synced: 05 Oct 2025

https://github.com/mohsinraza2999/new-york-taxi-fare-analysis

This project analyzes and predicts taxi fares estimate fares in advance using Regression Analysis. Conducted EDA, hypothesis testing, to identify key variables. Developed ML models (Random Forest, XGBoost) with GridSearchCV for hyperparameter tuning to predict generous tip giver accurately.

ab-testing data-un data-visualization exploratory-data-analysis fea random-forest regression-analysis sklearn xgboost

Last synced: 17 May 2026

https://github.com/jianxi-erin/bigdata-machinelearning-lab

本项目是一个综合性的大数据与机器学习实验平台，包含两个主要任务，每个任务涵盖三个关键技术模块：大数据处理、数据分析和机器学习。项目基于真实的竞赛设计，提供完整的数据处理模拟和建模实践。

data-analysis data-visualization hadoop machine-learning python spark sql

Last synced: 03 May 2026

https://github.com/trismald/eurosoccer1023

Data Analyst - European Soccer 2010 2023

data-analysis data-visualization jupyter-notebook pandas powerbi python

Last synced: 06 May 2026

https://github.com/tejas-jadhav01/blender-csv-visualizer

A Blender add-on for visualizing CSV data as 3D objects.

blender blender-addon csv data-visualization python

Last synced: 18 May 2026

https://github.com/christophertrimboli/trends-vs-stock

A tool to browse culture's impact on stocks. Made in React, Node, Bootstrap and Charts.js to compare data from Google Trends and Alpha Vantage APIs.

bootstrap chartjs data-visualization google-trends intrinio nodejs react stocks

Last synced: 28 Apr 2026

https://github.com/tsbarr/belly-button-challenge

Using front-end development tools (javascript, html and css) I built an interactive dashboard to explore the Belly Button Biodiversity dataset, which catalogs the microbes that colonize human navels.

data data-visualization javascript

Last synced: 04 Mar 2026

https://github.com/swatisinghit/treadmill-customer-profiling-for-aerofit

Create comprehensive customer profiles for each AeroFit treadmill product through descriptive analytics. Develop two-way contingency tables and analyze conditional and marginal probabilities to discern customer characteristics, facilitating improved product recommendations and informed business decisions.

analytics conditional-probability data-analysis data-science data-visualization eda numpy pandas probability statistics

Last synced: 08 May 2026

https://github.com/deliprofesor/kizbasina_odev4_trafik

Bu proje, 2005-2014 yılları arasında İngiltere’de gerçekleşen trafik kazalarına ait kapsamlı veri setlerini kullanarak trafik kazalarının sebeplerini, şiddetini ve zaman içindeki değişimini analiz etmektedir.

data-science data-visualization istatistik matplotlib pandas python statistics

Last synced: 14 Apr 2026

https://github.com/subhadipsinha722133/diamond-price-predction

This project applies 🤖Machine Learning techniques to analyze these features and build a predictive model that estimates the selling price of diamonds

data-visualization machine-learning pandas pkl-model python random-forest sklearn streamlit

Last synced: 11 Apr 2026

https://github.com/meddhiachaouachi/browsetrack-datacollection

This full-stack web application streamlines data interaction with a simple and intuitive design. Built with Django and React, it offers secure and efficient tools for analysts to share insights, users to manage cookies, and clients to visualize real-time data effortlessly. The platform also tracks user browsing activity, providing valuable insights

cookies data-visualization datatracker social-network-analysis useractivity

Last synced: 07 Oct 2025

https://github.com/ljadhav25/world-population-analysis-1990-2023-

This repository contains data and analysis related to the world population from 1990 to 2023. The objective is to explore population trends, identify patterns, and visualize demographic changes across different countries and continents over the past few decades.

data-analysis-python data-visualization matplotlib numpy-library pandas-library seaborn

Last synced: 08 Oct 2025

https://github.com/sayamalt/mental-health-classification-using-fine-tuned-distilbert

Successfully established a multiclass text classification model by fine-tuning pretrained DistilBERT transformer model to classify several distinct types of mental health statuses such as anxiety, stress, personality disorder, etc. with an accuracy of 77%.

data-visualization deep-learning distilbert-fine-tuning distilbert-model model-evaluation model-inference model-training-and-evaluation multiclass-text-classification natural-language-processing text-classification text-preprocessing text-tokenization

Last synced: 08 Oct 2025

https://github.com/omarsolieman/socialgiveawaydataanalysis

This project involved cleaning, analyzing, and processing data from an Instagram giveaway to ensure a fair and data-driven winner selection process. The primary goal was to automate the process of identifying valid entries, weighting them based on engagement (likes and multiple entries), and performing a post-giveaway analysis

data-analysis data-science data-visualization instagram scraping threejs

Last synced: 14 May 2026

https://github.com/mardavsj/matplotlib-in-python

The fundamentals of Python Matplotlib Library.

data-visualization matplotlib python

Last synced: 15 May 2026

https://github.com/tyriek-cloud/power-bi-nyc-housing-financial-report

This report was conducted to provide a comprehensive analysis of various NYC housing and financial data.

dashboard data-analysis data-visualization financial-analysis powerbi statistics

Last synced: 21 Jan 2026

https://github.com/HarmoniCode/Filtra

Digital Filter Designer is a powerful application built using PyQt5 and Matplotlib. It allows users to design and visualize digital filters, including standard filters and all-pass filters, and generate corresponding C code. Ideal for students, researchers, and engineers in digital signal processing.

data-visualization digital-signal-processing filter-design pyqt5 real real-time-processing

Last synced: 09 Oct 2025

https://github.com/gauravsy704/sct_ds_2

Performed data cleaning and exploratory data analysis (EDA) on the Titanic dataset from Kaggle. Investigated the relationships between variables and identified key patterns and trends in the data using Python, with a focus on survival rates, passenger demographics, and embarkation details.

data-science data-visualization jupyter-notebook pandas python seaborn

Last synced: 06 May 2026

https://github.com/hiteshsahu/visual-studio-hybrid-application

Visual Studio and Java Script full duplex communication

data-visualization html5 javascript kendo-ui visual-basic

Last synced: 09 Oct 2025

https://github.com/lixx21/tableau_netflix_movies_tvshows_2021

Visualize netflix movies and tv shows in 2021

data-visualization dataset netflix tableau

Last synced: 19 Jan 2026

https://github.com/do-me/excel-column-analyzer

A free online tool to analyze Excel column data. Instantly count unique values, calculate frequencies, and visualize results in charts.

chartjs data-science data-visualization tailwind

Last synced: 09 Oct 2025

https://github.com/juanes0023/dashboard-mtp

🚗 Track user activity and revenue in real-time with the Mileage Tracker Pro Dashboard for clear insights and growth trends.

analytics business-intelligence dashboard data-visualization plotly python real-time-analytics saas streamlit supabase

Last synced: 20 Apr 2026

https://github.com/sillyash/untappd-viz

A data visualisation page using public datasets and HTML/CSS/JS with D3.js.

beer beer-statistics data data-analysis data-visualization kaggle kaggle-dataset public-dataset school-project

Last synced: 18 May 2026

https://github.com/adithya2369/safa_public

AI-powered customer feedback analyzer that uses generative AI to transform customer reviews into actionable business insights. Upload review data, get instant summaries, satisfaction scores, detailed reports, and improvement suggestions—all in an easy-to-deploy Docker container.

data-analysis data-visualization docker-containerization full-stack-development generative-ai langchain langchain-groq web-development

Last synced: 10 Oct 2025

https://github.com/sabdikay/analysis-of-biodiversity

This project analyzes biodiversity data from the National Parks Service, focusing on species in various park locations. Conducted in Jupyter Notebook, it uses pandas, matplotlib, NumPy, seaborn, and chi2_contingency for analysis and visualization.

data-analysis data-analysis-python data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 14 Apr 2026

https://github.com/loaiwalid07/automation_data_overviwe

This is Streamlit app that gives an overview for a dataset you upload

automation data data-analysis data-exploration data-science data-transformation data-visualization

Last synced: 19 May 2026

https://github.com/nidhi-kekatpure/churn-prediction-for-subscription-customers

End-to-end customer churn prediction using AWS SageMaker, XGBoost, and Python - complete ML pipeline from data generation to real-time inference with 79% AUC score.

aws business-intelligence data-science data-visualization jupyter-notebook predictive-analytics

Last synced: 16 May 2026

https://github.com/rohanchawla972/business-analytics-and-visual-storytelling

Business analytics repository integrating multi-source datasets and applying advanced methods — EDA, clustering, panel regression, sentiment analysis, and data storytelling — to extract actionable insights across hospitality, innovation, and financial services.

business-analytics clustering data-visualization jupyter-notebook predictive-modeling python storytelling

Last synced: 18 May 2026

https://github.com/anandu-jpg/coffee-shop-sales-analysis

This project analyzes coffee shop sales data to identify trends, patterns, and insights that can help improve operations, boost revenue, and enhance the customer experience.

business-intelligence data-analysis data-visualization exploratory-data-analysis jupyter-notebook pandas phyton

Last synced: 18 May 2026

https://github.com/chandkund/housing-price-prediction

Predict housing prices using the Boston Housing Dataset. Covers data loading, cleaning, preprocessing, EDA, normalization, standardization, and regression models (Linear Regression, Decision Tree, Random Forest, Extra Trees). Evaluated with Mean Squared Error (MSE). Tech: Python, Pandas, NumPy, Scikit-learn, Seaborn, Matplotlib.

data-science data-visualization matplotlib numpy pandas pyhton sklearn sklearn-library sklearn-metrics

Last synced: 21 Jan 2026

https://github.com/skhosla8/analytics-webpage

A webpage that uses JSON data to render product details, a line chart and table.

d3 data-visualization react redux

Last synced: 14 Apr 2026

https://github.com/salma-mamdoh/the-android-app-market-on-google-play-project

My project aims to practice Data Analysis and Data Visualization on DataCamp

data-analysis data-visualization datacamp jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 12 Apr 2026

https://github.com/frankelavsky/security-dash-challenge

I had two 8 hour days to create a visualization dashboard for three datasets. Tab one: Voronoi overlay on line graph. Tab two: Data partitioning method keeps in-memory usage low. Tab three: deals with "Failed" vs "Successful" attempts as positive/negative barcharts over time. I used d3.js, require, MVC pattern, and vanilla js.

client-side complexity css3 d3 d3js dashboard data-analysis data-structures-algorithms data-visualization frontend-app html5 interactive-visualizations javascript modular network-analysis network-monitoring network-security security single-page-app visualization

Last synced: 14 Apr 2026

https://github.com/controldata23/automobiles-data-exploration

An Exploratory Data Analysis done on an Automobiles dataset from kaggle

data-exploration data-visualization eda jupyter-notebook matplotlib python-data-analysis

Last synced: 19 Jan 2026

https://github.com/gorlix/sp-grafana-bridge

A lightweight, real-time data bridge to export Super Productivity tasks to InfluxDB v2 for advanced analytics on Grafana. Transform your time-tracking into actionable insights.

data-visualization grafana influxdb-v2 plugin productivity-tool super-productivity superproductivity time-tracking

Last synced: 31 May 2026

https://github.com/luthfirrahmanb/tips-visualization

visualization tips data set with dash plotly

dash data-science data-visualization plotly python3

Last synced: 11 Oct 2025

https://github.com/itskshitija/hr-data-analysis

The HR Data Analytics Dashboard project uses Power BI to analyze employee data, visualizing key HR metrics and KPIs to support data-driven decisions for improving workforce management, employee satisfaction, and organizational growth.

analytics data-science data-visualization dataanalysis dataanalytics hrdataanalysis powerbi-desktop powerbidashboard

Last synced: 21 Jan 2026

https://github.com/priyanshubiswas-tech/deloitte-daikibo-telemetry-analysis-task-1

Tableau dashboard analyzing Daikibo telemetry data. Tracks downtime by factory/device with interactive filters. Deloitte task solution with JSON processing.

data-analysis data-visualization deloitte json tableau tableau-public

Last synced: 11 Oct 2025

https://github.com/alexmcvay/uber-data

UBER sql clone

data data-visualization sql

Last synced: 19 Jan 2026

https://github.com/bhavinpatel4199/machine-learning-programming

This repository serves as a central hub for various machine learning projects and experiments. It contains multiple sub-repositories, each focusing on different aspects of machine learning, from data preprocessing to advanced deep learning techniques.

data-structures data-visualization machine-learning machine-learning-algorithms pandas-dataframe python3 sklearn

Last synced: 19 Jan 2026

https://github.com/azaz9026/email-spam-detection

Welcome to the Email Spam Detection project! This repository provides a machine learning model for detecting spam emails using a Naive Bayes classifier and a simple web interface built with Streamlit.

data-analysis data-cleaning data-structures data-visualization deep-learning machine-learning python sql streamlit

Last synced: 14 Apr 2026

https://github.com/benst099/circlesplot

Visualize proportions with circles in a plot

cran cran-r data-science data-visualization proportions r visualization

Last synced: 11 Oct 2025

https://github.com/mouradhamzaoui/End-To-End-MLOPS-Airline-Project

This project aims to predict the number of passengers, freight quantity, and mail quantity for American airlines operating between Canadian and U.S. airports using an MLOps approach. It involves automating the data pipeline, from data extraction and preparation to model training and evaluation, leveraging tools like DVC, MLflow, and Docker for vers

data-visualization docker dvc github-actions machine machine-learning-algorithms mlflow

Last synced: 14 Apr 2026

https://github.com/mr-chang95/udacity-starbucks-challenge

Data Science Project for Udacity's Data Scientist Program. Using Python in Jupyter Notebook.

data data-science data-visualization numpy pandas sklearn

Last synced: 14 Apr 2026

https://github.com/archanakokate/kkbox_music_recommendations

Predicting the chances of a user listening to a song repetitively after the first observable listening event.

data-visualization exploratory-data-analysis machine-learning statistical-analysis

Last synced: 11 Oct 2025

https://github.com/timjjting/task-lineage-generator

A simple Task Lineage Diagram Generator

d3 dag data-visualization golang graphviz-dot lineage task

Last synced: 21 Jan 2026

https://github.com/abeltavares/postql

Python library and command-line interface (CLI) tool for interacting with PostgreSQL databases, providing simplified database management, query execution, and result export functionalities.

cli command-line-interface data-analysis data-engineering data-export data-management data-processing data-visualization database database-administration database-tools etl oop postgres postgresql psycopg2 python sql sqlalchemy wrapper

Last synced: 19 Jan 2026

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

visualize data from your browser

csv-converter data-analytics data-visualization

Last synced: 20 Jan 2026

https://github.com/luzmo-official/temperature-increase

A web app displaying Global temperature rises since 1961 based on the dataset made public by FAOSTAT

climate dashboard data-visualization temperature

Last synced: 19 Jan 2026

https://github.com/moustafamohamed01/san-francisco-salaries-data-analysis

Salary Data Analysis 💰📊 An analysis of salary data to uncover trends, distributions, and anomalies in employee compensation. This project involves data cleaning, visualization, and statistical analysis to explore salary trends, job roles, and correlations. Insights are presented using Python and Jupyter Notebook. 🚀

data-cleaning data-visualization jupyter-notebook matplotlib pandas python seaborn

Last synced: 08 May 2026

https://github.com/louisfernando1204/websocket-benchmark

A comprehensive performance testing and analysis suite designed to evaluate and compare different WebSocket server implementations across various programming languages and libraries.

benchmarking broadcast-test coder-websocket csv data-analysis data-visualization echo-test golang gorilla-websocket nodejs python3 socket-io websocket-client websocket-server ws

Last synced: 09 Apr 2026

https://github.com/adadalshabab/data-engineering-gcp-project

An end-to-end modern data engineering project, including deployment of ETL pipeline on Google Cloud Platform, using BigQuery for data analysis and leveraging Looker to generate an insight dashboard.

bigquery data data-science data-visualization databases dataengineering-a engineering etl-pipeline looker-studio powerbi

Last synced: 19 Jan 2026

https://github.com/arunabhagit/data-driven-marketing-optimization-enhancing-engagement-conversions-and-customer-satisfaction

Analyzed ShopEasy’s marketing data using SQL, Python, and Power BI to identify low engagement and conversion issues, performed sentiment analysis, and delivered data-driven strategies for measurable performance improvement.

business-intelligence data-visualization dataanalytics marketingstrategy powerbi python sql

Last synced: 13 Oct 2025

https://github.com/petitatelier/data-generators

A collection of data generators, to play with in visualization experiments

data-generator data-visualization

Last synced: 13 Oct 2025

https://github.com/flowsta/ods-educacion-aporta

ODS para educación, iniciativa APORTA 2021

data data-visualization ods sdg

Last synced: 27 Jan 2026

https://github.com/mishraanuraagx/finsight

FinSight is a machine learning-driven financial analytics tool designed to explore, cluster, and visualize different financial assets based on their risk and return behaviors.

clustering cryptocurrency data-science data-visualization deep-learning fastapi finance financial-analysis gru hierarchical-clustering investment-analysis lstm machine-learning portfolio-analysis predictive-modeling quantitative-finance risk-management stock-market time-series yfinance

Last synced: 24 Apr 2026

https://github.com/juanchiparra/du-bois-challenge

Du Bois Challenge visualizations using D3.js

d3 data-visualization

Last synced: 14 Oct 2025

https://github.com/ashioyajotham/data_centers_are_eating_the_world

This idea is mostly how supercomputers (AI data centers) are coming up fast so it is an attempt to map them like Semi-Analysis does

data-center data-visualization supercomputers

Last synced: 14 Oct 2025

https://github.com/ycli0536/csemnva

A web application for visualizing and analyzing Controlled Source Electromagnetic (CSEM) data collection and navigation.

data-visualization geophysics time-series timeseries visualization

Last synced: 24 Feb 2026

https://github.com/ayorick23/python-data-science-cheat-sheet

Guía rápida y práctica de sintaxis, comandos y funciones esenciales de Python para Ciencia de Datos. Perfecta para recordar cómo usar las librerías más comunes como NumPy, Pandas, Matplotlib y Scikit-learn en tus análisis diarios.

cheat-sheet data-analysis data-science data-visualization deep-learning jupyter-notebook machine-learning matplotlib ml numpy pandas python scikit-learn scipy seaborn statistics sympy tensorflow

Last synced: 07 Apr 2026

https://github.com/markusbegerow/powerbi-navigation-menu

Interactive navigation menu visual for Power BI with slide-out filtering and hierarchical data support

business-intelligence d3js data-visualization filter hamburger-menu navigation powerbi powerbi-custom-visuals powerbi-visuals typescript

Last synced: 14 Oct 2025

https://github.com/pngo1997/chicago-airbnb-listings

Interactive Chicago Airbnb listings geospatial map.

data-visualization geospatial html python visualization

Last synced: 31 May 2026

https://github.com/coderjolly/utilisation-analysis

This provides a small glimpse of the IISc's, Supercomputer Education Research Centre (SERC) resource data, and how it was ingested, extracted to produced relevant results for data analysis between actual resource utilisation and simulated resource utilisation.

csv-parser-python data-transformation data-visualization flow plotly-dash plotly-python

Last synced: 14 Oct 2025

https://github.com/miserman/splot

An R package to ease data visualization

data-visualization r

Last synced: 22 Jan 2026

https://github.com/chahelgupta/dep-videogames-dataset

The data extraction and processing involved thorough exploration, preprocessing, and visualization of the "Video Game Sales with Ratings" dataset.

data-analysis data-exploration data-extraction data-preparation data-preprocessing data-processing data-science data-visualization

Last synced: 15 Oct 2025

https://github.com/saisurajmatta/e-commerce-sales-advanced-data-analysis

Excel-based e-commerce analytics for FNP, a gift company. It covers data extraction, modeling, and visualization, providing actionable insights on revenue, customer behavior, and operations. Key skills include Excel, Power Query, Power Pivot, and DAX. The analysis culminates in data-driven business recommendations.

data-analysis data-visualization dax excel power-pivot power-query

Last synced: 22 Jan 2026

https://github.com/a26nine/msc-dissertation-bitcoin-dashboard

An interactive data visualisation dashboard built using Tableau Desktop to research and analyse the relationship between the price volatility and adoptability of bitcoin.

data-analysis data-science data-visualization tableau tableau-desktop tableau-prep

Last synced: 17 Feb 2026

Data visualization Awesome Lists
awesome-datascience 944 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 520 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 606 Uncategorized 541 Software packages 402 Literature and Media 386 Python 374 UI Components 280 Tools 275 Table of Contents 227 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Training Resources 202 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Socialize 141 Other Awesome Lists 136