Ecosyste.ms: Awesome

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

Awesome Lists | Featured Topics | Projects

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/yueyericardo/simuc

Simulation for Chemistry

bokeh chemistry data-visualization simulation

Last synced: 20 Oct 2024

https://github.com/dev-ev/isobaric-prot-wf-r

Simple workflows for the isobaric-labeling proteomic data from Proteome Discoverer with ANOVA, t-testing, DEqMS/limma and annotation via fgsea

data-visualization deqms limma proteomics proteomics-data statistical-analysis tmt-data-analysis

Last synced: 19 Nov 2024

https://github.com/misaghmomenib/data-analysis-projects

A Repository Featuring a Collection of Data Analysis Projects, Showcasing Various Techniques and Tools for Extracting Insights From Data. Explore, Learn, and Utilize These Projects to Enhance Your Data Analysis Skills and Workflows.

data-analysis data-analysis-python data-visualization jupyter-notebook python

Last synced: 21 Jan 2025

https://github.com/cosmoduende/r-lego

StrangeR things: Building 2D and 3D models… with LEGO bricks? in R. How to emulate and visualize LEGO bricks in 2D and 3D with the "brickr" package in R

brickr data-analytics data-science data-visualization dataviz lego lego-sets lego-universe r-language r-library r-package r-programming r-script r-studio rstats rstats-package rstudio

Last synced: 07 Nov 2024

https://github.com/sdam-au/sdam

Provides digital tools for performing analyses within Social Dynamics and complexity in the Ancient Mediterranean (SDAM), which is a research group based at the Department of History and Classical Studies at Aarhus University.

aarhus-university cartography data-visualization dataset digital-humanities encoding extract inscriptions r rest-api temporal

Last synced: 16 Feb 2025

https://github.com/chanmeng666/friendscope

A modern web application for evaluating and strengthening friendships through scientific assessment and personalized insights. Built with Next.js and TypeScript, offering sophisticated visualizations, privacy-focused design, and evidence-based recommendations.

assessment data-visualization framer-motion friendship friendship-assessment lottie-animations nextjs privacy-focused psychology react recharts relationship-analysis responsive-design scientific-assessment shadcn shadcn-ui tailwindcss typescript zustand

Last synced: 18 Dec 2024

https://github.com/zackakil/iris-dataset-3d-marbles

What if every row/flower from the Iris dataset was represented as a marble in a physics simulation? Using Scikit-Learn with Blender to render the iris dataset in 3d and create a physical simulation of a marble machine to classify the dataset.

3d blender data-visualization flower iris-dataset machine-learning physics-simulation scikit-learn

Last synced: 12 Jan 2025

https://github.com/reshamas/pyohio-plotly

PyOhio: Annotating Plotly Visualizations

covid19-tracker data-visualization pandas-python plotly python

Last synced: 28 Oct 2024

https://github.com/quantumudit/movie-ratings-analysis

This project focuses on analyzing and finding correlations between the audience and critic ratings for some of the popular movies released between 2009-2011 using Python & Power BI

data-analysis data-visualization jupyter-notebook power-bi python

Last synced: 17 Feb 2025

https://github.com/quantumudit/analyzing-whiskyexchange-whisky

This project focuses on scraping data related to Japanese Whiskey from the Whiskey Exchange website; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analysis data-science data-transformation data-visualization etl jupyter-notebook power-bi python webscraping

Last synced: 17 Feb 2025

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: 28 Dec 2024

https://github.com/hevalhazalkurt/exploring_the_data_of_lego_history

A data exploration project on LEGO history in Python with pandas, matplotlib etc. (WIP)

data data-analysis data-science data-visualization datascience datasets lego lego-history matplotlib pandas python python3

Last synced: 21 Jan 2025

https://github.com/FireMuse/DragDropGrid

Visual DB view for organizing, changing and creating records using drag and drop tags on a grid

data-visualization drag drag-and-drop drag-drop-grid grid javascript konva konvajs svg

Last synced: 28 Oct 2024

https://github.com/negativenagesh/spam-ham_email_detection_machine_learning

This project focuses on classifying spam/ham emails, using machine learning algorithms like LGR, NB, RF, DT etc.. and based on the accuracy score and precision score I chose logistic regression for the classification. And I have used streamlit for frontend.

app data-analysis data-cleaning data-engineering data-science data-visualization data-visualizations jupyter-notebook logistic-regression machine-learning modeling naive-bayes-classifier nlp python

Last synced: 23 Dec 2024

https://github.com/greenpeace/gpes-test-visualisations

Tool to help developing, testing and translating responsive interactive media, infographics and graphics that work in many different sites.

data-visualization infographics testing-tools translation-management

Last synced: 17 Nov 2024

https://github.com/barrettotte/lol-r-data-visual

Use the Riot Games API to visualize League of Legends user's stats; An introduction to data visualization and R (Only 2 basic visualizations)

data-visualization ggplot league-api league-of-legends r riot-games-api

Last synced: 03 Feb 2025

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: 15 Nov 2024

https://github.com/afsalashyana/whatsapp-chat-analyzer

Analyze WhatsApp chats with beautiful graphs. Written in JavaFX

data-analysis data-visualization javafx javafx-14 javafx-application whatsapp

Last synced: 31 Dec 2024

https://github.com/aymane-maghouti/youtube-data-pipeline

The project aims to automate the extraction of data from a YouTube channel, transform the data into a suitable format, and make it available for analysis through a Power BI dashboard. By following a structured ETL process, this project streamlines data retrieval, preparation, and visualization.

csv data-engineering data-pipeline data-visualization data-warehousing etl pandas powerbi python snowflake web-scraping

Last synced: 17 Jan 2025

https://github.com/artix41/machine-learning-algorithms

Implementation of the most famous machine learning algorithms in Python, using ipython notebook.

data-visualization ipython-notebook learning-by-doing machine-learning machine-learning-algorithms

Last synced: 16 Nov 2024

https://github.com/gregyjames/birdy

A simple tool to analyze key data about your twitter following/followers.

analytics api data data-science data-visualization python tweepy twitter twitter-api

Last synced: 10 Nov 2024

https://github.com/sabyasachi-seal/stockmarketprediction

Stock Market Prediction using Numerical and Textual Analysis

aiml analysis data-science data-visualization machine-learning notebook prediction python

Last synced: 08 Jan 2025

https://github.com/mrankitgupta/python-libraries-roadmap

I am sharing lessons in various Python Libraries from scratch to intermediate including practice sets which were useful into my journey of Data Science.

66daysofdata ai analytics ankitgupta artificial-intelligence data-science data-visualization libraries library machine-learning matplotlib mrankitgupta numpy pandas python python-libraries python-library pythonlib scikit-learn tensorflow

Last synced: 17 Nov 2024

https://github.com/mallozup/bacheca

visualize your jenkins tests in nice charts (Ror)

continuous-integration dashboard data-visualization jenkins rails ruby visualization

Last synced: 13 Feb 2025

https://github.com/victorbenichoux/vizno

Render standalone or servable HTML reports from Python code

data-visualization html-report matplotlib plotting python visualization

Last synced: 13 Nov 2024

https://github.com/0mppula/thesis-money-mapper

An extensively documentated Next.js fullstack finance tracker for organizing personal finances. Covers income, taxes, assets, debt, and net worth management. Utilizes next-auth for user authentication and stores user data in a MongoDB database with prisma ORM.

axios data-visualization date-fns finance-application finance-tracker lucide-react money-manager mongodb next-auth next-themes nextjs prisma-orm react-hook-form reactjs recharts shadcn-ui tailwindcss typescript zod zustand

Last synced: 11 Nov 2024

https://github.com/ptyadana/dv-data-visualization-with-python

Data analysis and Data Visualization of Countries's GDP, Life Expectancy comparison across continents, GDP per Capita Relative Growth, Population Reative Growth comparison etc using Pandas, Matplotlib.

csdojo data-analysis data-visualization datavisualization matplotlib matplotlib-pyplot numpy pandas pluralsight python python3

Last synced: 15 Nov 2024

https://github.com/arction/lcu-tutorial-simple2dchart-01

Tutorial for LightningChart .Net High-Performance Charting Library. Creating a Simple 2D Line Chart.

chart charting-library csharp data-visualization dotnet example lightning-chart line performance tutorial visualization xy

Last synced: 18 Nov 2024

https://github.com/michenriksen/chart

Command-line tool for rendering bar charts that can be displayed directly in the terminal or in text-based files like Markdown.

charts cli data-visualization golang

Last synced: 14 Nov 2024

https://github.com/zht007/matlab_vs_numpy

This repo is a tutorial comparing Matlab and numpy (a python library) in signal analysis. Data and Matlab code obtained from the lecture of Dr Chia-Feng Lu. The corresponding python code is provided to help readers to learn how to use free numpy, scipy and scikit-learn library in python to conduct signal analysis tasks.

data-science data-visualization matlab numpy signal-processing

Last synced: 20 Nov 2024

https://github.com/umerghafoor/battery-degradation-trajectory-prediction

This repository contains Python scripts for reading, analyzing, and visualizing time-series data, specifically related to a battery or energy storage system.

data-visualization jupyter-notebook machine-learning python

Last synced: 30 Jan 2025

https://github.com/virajbhutada/us-healthcare-analysis-powerbi

Unlock insights into the U.S. healthcare landscape from 2019 to 2020. Our PowerBI-driven analysis delves into hospital performance, patient outcomes, and payer-provider dynamics. Dive into detailed reports and visualizations for informed decision-making, empowering healthcare stakeholders, and shaping the industry's future.

data-analytics data-exploration data-modeling data-visualization datascience dax-expression decision-making healthcare-analysis healthcare-datasets insights interactive-visualizations microsoftpowerbi power-query powerbi powerbi-dashboards powerbi-desktop strategic-planning

Last synced: 10 Jan 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: 10 Nov 2024

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: 25 Nov 2024

https://github.com/vidhi1290/face-recognition-system-in-python-using-facenet

Dive into the world of computer vision! Our Image Classification from Video project uses advanced techniques to identify faces in images and videos. Explore video processing, face extraction, and deep learning magic. Join the adventure now! 👩‍💻📸"

computer-vision data-visualization deep-learning deep-neural-networks face-detection friends-dataset haar-cascade-classifier image-classification image-recognition opencv pretrained-models python vggface video-processing

Last synced: 02 Feb 2025

https://github.com/vatshayan/moviesdatareview

It Shows and Visualize Dataset of Movies and their description using Machine learning Algorithms

artificial-intelligence csv data-visualization dataset jupyter-notebook machine-learning movies pandas review

Last synced: 15 Nov 2024

https://github.com/gibsramen/evident_

Effect size calculations for microbiome data

data-visualization microbiome python qiime2 statistics visualization

Last synced: 18 Nov 2024

https://github.com/nafisalawalidris/911-call-analysis

The 911 Call Analysis project explores and visualises emergency call data to uncover patterns and trends. It includes data preparation, exploratory analysis, visualizing call volume and reasons and generating heatmaps. Users can customize the code for their dataset. The project relies on libraries like Pandas, NumPy, Matplotlib, Seaborn, and SciPy

cluster-analysis data-analysis data-visualization decision-making emergency-calls emergency-services exploratory-data-analysis heatmaps matplotlib numpy pandas patterns-and-trends resource-allocation scipy seaborn

Last synced: 23 Jan 2025

https://github.com/hughrawlinson/covid-19-growth-rate-display

I got fed up with the graphs not showing the growth rate

covid-19 data-visualization graphs growth-rate

Last synced: 27 Nov 2024

https://github.com/jimmymugendi/email-sms-spam_classifier

Email SMS Spam Classifier is a cutting-edge machine learning solution designed to combat spam messages in email and SMS communications. Leveraging advanced Natural Language Processing (NLP) techniques, the system preprocesses text data by tokenizing, removing stopwords, and stemming, ensuring the most accurate classification results.

data-analysis data-visualization machine-learning-algorithms pandas seaborn-plots sklearn-library

Last synced: 16 Jan 2025

https://github.com/abhash-rai/traffic-image-classifier

A web-based solution utilizing a robust tensorflow model for precise traffic condition classification made in ReactJs and FastAPI for backend.

cnn cnn-classification cnn-keras cnn-model data-analysis data-science data-visualization fastapi keras keras-tensorflow python python-3 python3 react reactjs tensorflow traffic traffic-classification transfer-learning

Last synced: 16 Jan 2025

https://github.com/ivelasq/data-visualization-portfolio

Data visualization project repository.

data-visualization data-viz r

Last synced: 17 Jan 2025

https://github.com/rachit901109/datahack_1_go-jo

The presented solution during DataHack2.0 leverages data analytics and Streamlit to address challenges in analyzing India's booming startup ecosystem from 2018 to 2021. By integrating openly available news and datasets, the interactive dashboard delivers data-driven insights.

case-study data-analytics data-visualization

Last synced: 18 Jan 2025

https://github.com/pythoncoderunicorn/paletteergallery

my visual color palette gallery for paletteer R pkg

color-gallery color-palette color-palettes data-visualization r

Last synced: 17 Jan 2025

https://github.com/psyteachr/quant-fun-v2

Fundamentals of Quantitative Analysis

data-analysis data-visualization datawrangling r statistics

Last synced: 29 Jan 2025

https://github.com/sherwinshen/data-visualization-report

📊数据可视化-报表项目，主要基于 Vue3 + TS + ECharts 实现

data-visualization echarts typescript vue3

Last synced: 17 Jan 2025

https://github.com/ahammadmejbah/become-data-scientist-a-complete-roadmap

To become a data scientist, follow these steps: 1. Learn programming (Python, R). 2. Acquire math and statistics skills. 3. Master data analysis and visualization. 4. Study machine learning and deep learning. 5. Gain domain knowledge. 6. Build a portfolio and seek job opportunities.

data-science data-structures data-visualization

Last synced: 09 Jan 2025

https://github.com/seporaitis/lt-geojson

Various level exports of lithuanian administrative districts in GeoJSON format for data visualizations.

data-visualization geojson gis gis-data lithuania lithuanian map

Last synced: 10 Dec 2024

https://github.com/ahammadmejbah/different-types-of-data-splitting-methods

In order to prevent overfitting and guarantee that our model can generalize to new data, data splitting is essential in machine learning.

data data-analysis data-engineering data-mining data-science data-visualization

Last synced: 09 Jan 2025

https://github.com/citiususc/olivia

A Developer-Friendly Lidar Visualizer with 3D Stereo

data-visualization lidar-point-cloud stereo-rendering

Last synced: 02 Dec 2024

https://github.com/ethankruse/tess_fullsky

Code to stitch TESS FFIs into a full sky mosaic

astronomy data-visualization mosaic mosaic-images tess

Last synced: 02 Dec 2024

https://github.com/ctroupin/alborex-data-python

Python code to read the netCDF files and produce the figures of the paper.

data-visualization mediterranean mediterraneansea mesoscale ocean-modelling ocean-sciences oceanography python submesoscale

Last synced: 09 Dec 2024

https://github.com/piebro/spotify-statistics

A website to generate detailed statistics from your entire spotify streaming history.

data-visualization pyodide spotify statistics

Last synced: 17 Nov 2024

https://github.com/thomasmbury/workshop_datavis_python

Material for workshop on 'Interactive data visualisation with Python'.

dash data-visualization jupyter-notebook pandas plotly workshop

Last synced: 13 Feb 2025

https://github.com/super-lou/exstat

🌾 R package to provide an efficient and simple solution to aggregate and analyze the stationarity of time series

climate climate-change climate-data data-analysis data-visualization environment hydrology inrae low-water mann-kendall mann-kendall-tests r stationarity-test statistics time-series

Last synced: 23 Dec 2024

https://github.com/glotzerlab/plato-gallery

Example notebooks for the plato visualization project

2d 3d data-visualization examples jupyter-notebooks python visualization

Last synced: 21 Jan 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: 10 Nov 2024

https://github.com/gkar90/realized-volatility

Realized Volatility for stocks in Python

data-science data-visualization trading volatility

Last synced: 12 Nov 2024

https://github.com/mch-fauzy/data-science

Repository containing portfolio of data science and machine learning projects. Presented in the form of iPython Notebooks

data-analysis data-science data-visualization ipython-notebooks machine-learning natural-language-processing portfolio

Last synced: 15 Jan 2025

https://github.com/fatihilhan42/data-science-projects

In this repo, there are (beginner-upper) level projects in the field of data science. I will host these projects that I have done in this field every day in this repo. With the hope that it will be useful to those who are interested in the field of data science like me and will just start...

data-analysis data-engineering data-mining data-science data-structures data-visualization database datascience fatihilhan fortytwo fortytwofficial jupyter-notebook python

Last synced: 29 Jan 2025

https://github.com/ahammadmejbah/statistics-roadmap-for-data-science-and-data-analysis

Statistics is the field of study that involves collecting, organizing, analyzing, interpreting, and presenting data. It plays a crucial role in various disciplines, from science and business to social sciences and healthcare.

data-science data-visualization static-analysis statistics

Last synced: 11 Nov 2024

https://github.com/virajbhutada/spotify-track-analysis-and-recommendation

Experience a comprehensive exploration of Spotify's musical landscape seamlessly transitioned from Tableau visualizations to SQL analysis. Dive into track inventory, streaming metrics, and sonic trends via interactive dashboards, while leveraging SQL queries for deeper insights into KPIs and cross-platform rankings.

audio-analysis data-analysis data-analytics data-science data-visualization eda machine-learning-library ml-models mysql recommendation-system spotify spotify-data spotify-dataset sql-database sql-server streaming-metrics tableau tableau-public trends-analysis

Last synced: 11 Nov 2024

https://github.com/mohamedsaidsallam/wuzzuf-it-jobs-visualization

Data Collection and visualization for jobs offered under the IT section on Wuzzuf for educational and statistical purposes.

data-visualization docker docker-compose lxml python tableau-public

Last synced: 01 Dec 2024

https://github.com/waveform80/structa

A small utility for analyzing data structures (e.g. JSON files)

csv data-analysis data-visualization datajournalism datawrangling json yaml

Last synced: 01 Jan 2025

https://github.com/ahammadmejbah/data-science-interview-questions

Data Science is an interdisciplinary field that uses scientific methods, algorithms, and data analysis to extract valuable insights and knowledge from large and complex datasets, helping organizations make data-driven decisions and solve problems.

data-mining data-science data-visualization datascience interview machine-learning python

Last synced: 11 Nov 2024

https://github.com/globeandmail/startr-cli

A command-line scaffolder for the startr R project template

data-analysis data-journalism data-visualization journalism r

Last synced: 26 Dec 2024

https://github.com/kitnato/reia

Renewable Energy Impact Analytics

data-analytics data-visualization renewable-energy

Last synced: 09 Feb 2025

https://github.com/fx2y/datanarrate

[WIP] LLM-powered agent for adaptive data analysis across multiple sources. Uses natural language for complex queries, visualizations, and insights. Features autonomous planning, SQL/Elasticsearch generation, and AI storytelling. Built with LangChain, GPT-4, FastAPI, and React.

ai data-analysis data-visualization elasticsearch fastapi gpt-4 langchain machine-learning nlp react sql

Last synced: 16 Jan 2025

https://github.com/qc20/polygonplayground

An interactive 3D physics playground where polygons come to life, blending design and technology in a captivating simulation.

3d-graphics cannonjs creative-coding data-visualization educational-tool frontend-development generative-art geometry interactive-design javascript physics-simulation threejs user-experience-design web-animation webgl

Last synced: 31 Dec 2024

https://github.com/asifdotexe/sentimentscoringmodel

This project focuses on performing sentiment analysis on Amazon reviews using natural language processing (NLP) techniques. It includes various steps, from data exploration and preprocessing to building and evaluating sentiment models.

data-analysis data-visualization natural-language-processing sentiment-analysis

Last synced: 15 Nov 2024

https://github.com/storopoli/r_scripts

Couple of handy R Scripts that I use in a daily basis for Scientific Research

data-analysis data-science data-visualization r scientific

Last synced: 20 Nov 2024

https://github.com/thenorthkun/twitter-gender-text-analysis

This Project contains a vivid analysis of texts, words (using NLP) typed by Male & Female users active on Twitter. 🐦👨📝

analysis data-visualization natural-language-processing scikit-learn

Last synced: 28 Jan 2025

https://github.com/mnpsnuwan/dj_ds

Django Data Science report application.

data-science data-visualization django html-css-javascript python reports

Last synced: 17 Dec 2024

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

A weekly personal challenge with D3.js.

d3 data-visualization

Last synced: 11 Dec 2024

https://github.com/uxxhans/rainbow-cats-interactive-data-visualizer

An interactive data visualizer with dot plot comparison. Made with Unity and URP.

data-visualization unity3d unitypackage urp

Last synced: 28 Jan 2025

https://github.com/doragd/data-mining-projects

Report and source code for Data Mining projects

data-mining data-visualization machine-learning

Last synced: 09 Feb 2025

https://github.com/pottekkat/matplotlib-basics

A jupyter notebook that walks you through the basics of matplotlib for data science applications

data-analysis data-visualization machine-learning matplotlib pyplot python

Last synced: 07 Jan 2025

https://github.com/ihabbendidi/diamond-analysis

Exploratory statistical analysis of a Diamond dataset

data-analysis data-visualization exploratory-data-analysis machine-learning r

Last synced: 09 Feb 2025

https://github.com/martinkalema/malaria-in-africa

This project is aimed at understanding, mitigating, and controlling the impact of malaria in Africa.

data-mining data-preprocessing data-visualization

Last synced: 11 Jan 2025

https://github.com/rdch106/browser-stats

Web browser usage statistics

data-adquisition data-visualization spider

Last synced: 19 Jan 2025

https://github.com/ivordir/stardewvalleystonks

A Stardew Valley crop ranker and visualizer. Features an optimizer for maximum stonks.

data-visualization optimizer stardew-valley webapp

Last synced: 14 Feb 2025

https://github.com/ewen-lbh/parcoursup-dataviz

Récupère et génère des graphiques de vos vœux en liste d'attente automatiquement

data-visualization parcoursup

Last synced: 11 Dec 2024

Data visualization Awesome Lists
awesome-datascience 829 awesome-bigdata 625 awesome-bigdata 625 awesome-creative-coding 426 awesome-jupyter 205 awesome-dataviz 159 go-recipes 169 awesome-single-cell 476 awesome-python-data-science 379 awesome-business-intelligence 231 awesome-ggplot2 552 awesome-clojurescript 124 data-science-with-ruby 101 awesome-public-real-time-datasets 42 awesome-open-data-centric-ai 56 awesome-frontend-gis 192 awesome-scientific-python 131 awesome-datajournalism 115 awesome-biological-visualizations 70 awesome-expression-browser 161 awesome-python-machine-learning-resources 1,884 awesome-qlik 32 awesome-deepnote 41 Road2R 260 fucking-awesome-creative-coding 199 awesome_science 67 awesome-interests 66 awesome-list 1,345 awesome-visual-analytics-healthcare 38 datatools 61 awesome-interactive-earth-viz 60 awesome-dataviz 34 awesome-vega 40 creative-coding-resources 48 data-engineering-collection 678 awesome-react-components 556
Data visualization Categories
UI Components 534 The Data Science Toolbox 295 Literature and Media 287 Uncategorized 281 Data and models 209 文本数据和NLP 190 Tools 189 Learning Resources 158 Deep Learning Framework 152 Code Design 146 数据可视化 134 机器学习框架 128 Software list 121 图像数据与CV 115 工作流程和实验跟踪 114 Awesome ClojureScript 111 模型的可解释性 106 Socialize 105 Software packages 104 超参数优化和AutoML 103