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

Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

https://github.com/quantumudit/alteryx-weekly-challenges

This repository contains Alteryx solutions to the weekly challenges published in Alteryx Community

alteryx alteryx-workflow data-analysis data-science data-transformation data-visualization etl

Last synced: 27 Jan 2026

https://github.com/richardwarepam16/loan-prediction

This a practice project for Classification model with different models like Logistic Regression, Decision Tree Classifier, Random Forest Classifier and Xgboost Classifier. At the end, Logistic Regression gave the best result.

classification data-science hackathon loan-default-prediction loan-prediction loan-prediction-analysis logistic-regression machine-learning python3 random-forest regression

Last synced: 19 May 2026

https://github.com/lafayettegabe/g2m-insight-for-cab-investment-firm

๐Ÿ“Š Exploratory Data Analysis (EDA) on multiple datasets related to the cab industry in the US, to provide actionable insights and recommendations to a private firm looking to invest in the market. The analysis includes data cleaning, transformation, visualization, and hypothesis testing.

big-data data data-analysis data-science data-visualization eda gotomarket

Last synced: 13 Jun 2025

https://github.com/songyz2019/hsi-preprocessing-toolkit

A Hyperspectral Image Preprocessing Toolkit from HSI Camera to Machine Learning Dataset

data-science data-visualization gradio hyperspectral image-processing preprocessing

Last synced: 07 Mar 2026

https://github.com/emptymalei/mini-lab

Some code snippets used to explain stuff to myself in my personal data science wiki

data-analysis data-mining data-science data-visualization datascience

Last synced: 07 Apr 2025

https://github.com/avinesh-masih/data-analytics-assignment

Complete PW Skills Data Analytics Assignments: This repository contains all PW Skills Data Analytics assignments, covering topics like Python, SQL, Statistics, Data Visualization, and more. It includes well-structured solutions with notebooks and queries, ideal for learners seeking clarity and hands-on practice.

ai api data-analysis data-science data-visualization eda flask jupyter-notebook machine-learning matplotlib numpy pandas pw pw-assignment pw-skills-assignment pwskills python seaborn sql statistics

Last synced: 13 Jun 2025

https://github.com/abhaysingh71/real-estate-analytics

The Gurugram Real Estate Analytics Project is a comprehensive data-driven solution that enhances property decision-making through three key modules: Prediction, Analytics & Visualization, and Recommendation. This project empowers users with valuable insights, enabling smarter and more strategic real estate investments.

analytics data-science dataanalytics datascience-machinelearning house-price-prediction machine-learning-algorithms reccomendersystem webscrapping

Last synced: 27 Jan 2026

https://github.com/sodevlog/pytrading

Software Platform TradingInPython for trading and data analyse stocks market

ai data-science data-visualization deep-learning finance keras pyton trading trading-algorithms trading-strategies

Last synced: 28 Apr 2026

https://github.com/opencasestudies/ocs-bp-rural-and-urban-obesity

OCS (BP): Examine global patterns of obesity across rural and urban regions

bloomberg-ocs-rural bmi case-study data-science data-visualization data-wrangling histograms obesity ocs t-test

Last synced: 22 Jan 2026

https://github.com/tushar2704/wine_quality

This project aims to predict the quality of wines using various machine learning algorithms. It utilizes the MLflow platform to manage the end-to-end machine learning lifecycle, including data preprocessing, model training, hyperparameter tuning, and deployment on AWS EC2.

artificial-intelligence aws cicd css dagshub data-science deployment docker flask-application html python streamlit-tushar2704 tushar2704

Last synced: 07 Apr 2026

https://github.com/bradleyboehmke/intro-to-r-bootcamp

Developing material for a short course that provides an intensive, hands-on introduction to the R programming language for University of Cincinnati Business Analytics M.S. students.

data-science education r teaching teaching-materials

Last synced: 05 Sep 2025

https://github.com/chandan-mourya/face-mask-detector

Face mask detection refers to detect whether a person is wearing a mask or not. In fact, the problem is reverse engineering of face detection where the face is detected using different machine learning algorithms for the purpose of security, authentication and surveillance.

cv cv2 data-science machine-learning machine-learning-algorithms python tensorflow tensorflow-examples

Last synced: 21 Jan 2026

https://github.com/mrsaeeddev/data-science-roadmap-for-beginners

๐Ÿ“ˆ A minimal and easy road map for beginners who want to dive into the field of Data Science

data data-science datascience python

Last synced: 29 Jun 2025

https://github.com/emso-exe/investidores_do_tesouro_direto

Projeto de anรกlise de perfil de investidores do Tesouro Direto com base nos dados do site tesourotransparente.gov.br.

analise-de-dados ciencia-de-dados data-analytics data-science dataanalytics datascience powerbi python python-3 python3 tesouro-direto tesourodireto

Last synced: 22 Jan 2026

https://github.com/materials-data-science-and-informatics/survey_dashboard

A dashboard build with bokeh to provide interative data visualization and exploration of survey results.

bokeh bokeh-dashboard bokeh-server data-science data-visualization hmc interactive-visualizations panel panel-app survey-app survey-visualization

Last synced: 16 Mar 2025

https://github.com/jpedrou/barbell-exercises-classification

Python scripts for processing, visualizing, and modeling accelerometer and gyroscope data to classify barbell exercises using Machine Learning.

classification data-science data-visualization exploratory-data-analysis machine-learning

Last synced: 06 Apr 2025

https://github.com/elhaban3ro/thewildtool

TheWildTool is a tool developed with the main objective of saving time when working with audio datasets. Either to prepare them, to get them or to train a model with them. ๐Ÿค–

ai audio audio-processing data-analysis data-science dataset deeplearning python

Last synced: 03 Sep 2025

https://github.com/soodoku/ds

Learning From Data

data-science statistics

Last synced: 31 Mar 2025

https://github.com/inoueakimitsu/cyclicmodel

Statistical causal discovery based on cyclic model

causal-inference data-science probabilistic-programming pymc3 statistics

Last synced: 24 Jan 2026

https://github.com/erikmueller/jazmax

Crawl JAZ for different heat pumps depending on flow and return temperatures from the JAZ calculator

crawler data-science efficiency green heatpump jaz

Last synced: 24 Mar 2025

https://github.com/bradleyboehmke/analytics-connect-intermediate-r

Intermediate R (slides for Analytics Connect '18)

data-science education r train training-labs

Last synced: 15 Sep 2025

https://github.com/bnchrch/opening-hours-data-miner

โ› Datamining Google places to determine opening hours of places based on location and type

data-science data-visualization flask postgresql python scraper weka

Last synced: 12 Apr 2026

https://github.com/idriswardere/square-learn

A machine learning library in Python

data-science machine-learning python

Last synced: 03 Apr 2026

https://github.com/finite-sample/ds

Learning From Data

data-science statistics

Last synced: 18 Mar 2026

https://github.com/subhangisati/neural-network

This consist codes like Artificial Neural Network, CNN, RNN, Activation function, Hill climbing and tower of Hanoi and various others. This will provide you a knowledge of Neural Networks, libraries like tensorflow, numpy, pandas, matplotlib, seaborn, pytorch, sci-kit learn etc

artificial-intelligence artificial-neural-networks convolutional-neural-networks data-analytics data-science hill-climbing-search neural-network problem-solving python recurrent-neural-networks

Last synced: 28 Apr 2026

https://github.com/arash-mansourpour/lstm-aichatpersian

This project develops a Persian RAG chatbot using LSTM with attention, Self-Supervised Learning, embedding, tokenization, Google API integration, and Redis for recall. Optimizers like Adam and RMSprop, along with regularization (L1, L2) and data augmentation, enhance the model. Performance is evaluated through BLEU, ROUGE, and METEOR metrics.

ai chatbot conversational-ai data-science deeplearning llama3 lstm machinelearning nlp nlp-machine-learning persian-nlp pytorch rag reinforcement-learning tensorflow

Last synced: 23 Apr 2025

https://github.com/wfamous/fiv_update-data

This project automates the retrieval, processing, and publishing of digital product data for our Shopify store. It integrates Google Cloud Platform (GCP), Amazon Web Service (AWS), Terraform (Tofu), Python, Bash, Ansible and GitHub Actions to manage data pipelines efficiently.

ansible aws bash data data-analysis data-science devops gcp python pythonpackage shopify terraform tofu

Last synced: 17 Feb 2026

https://github.com/firefly-cpp/tcx-test-files

A collection of the sports activity (tcx) test files

data-mining data-science garmin-connect tcx-files tcx-parser

Last synced: 19 Mar 2026

https://github.com/mbayraktar12/scrape-epl-data

Scrape English Premier League data from fbref and save it as csv for future works.

beautifulsoup beautifulsoup4 data-science epl football football-data pandas python python3 requests scraping webscraping

Last synced: 31 Mar 2025

https://github.com/habedi/template-python-project

A template for data science and machine learning projects in Python ๐Ÿ

data-science machine-learning project-template python quality-of-life software-development template template-repository

Last synced: 18 Jun 2026

https://github.com/yenklabs/global-refugee-patterns

The project explored large scale geopolitical and humanitarian datasets to identify population movement trends, regional instability signals, and cross border displacement patterns through statistical analysis and data visualization workflows.

data-science displaced-populations geopolitical-intelligence humanitarian-aid humanitarian-tech migration-analytics social-impact

Last synced: 14 Jul 2026

https://github.com/centralfloridaattorney/yahoostocks

YahooStock is a simple tool to make training and testing splits of stock market data from Yahoo using a ticker symbol.

data-science machine-learning stock-market training-data

Last synced: 11 Jun 2025

https://github.com/dr-saad-la/timeseries-hub

๐Ÿš€ Comprehensive collection of time series forecasting models: from classical ARIMA to state-of-the-art deep learning. Ready-to-use implementations with benchmarks and tutorials.

ai arch arima data-science forecasting-models machine-learning neuralpr proph time-series

Last synced: 23 Jul 2025

https://github.com/open-risk-academy/academy-course-pyt26065

Resources for Open Risk Academy Course: "Processing US Agency Mortgage Data with Awk and Pandas - Part 1: Static Data"

awk data-science elearning mortgage-data-analysis mortgages pandas pandas-dataframe python risk-analysis

Last synced: 11 Feb 2026

https://github.com/cloudtik/cloudtik

Cloud Scale Platform for Distributed Data, Analytics and AI

ai alibaba-cloud analytics aws azure cloud data-science deep-learning gcp kubernetes machine-learning microservices spark

Last synced: 24 Jul 2025

https://github.com/rifqimfahmi/data_structure_and_algorithm

Various algorithm & data structure implementation in Java

algorithm data-science java java-8

Last synced: 03 Jun 2026

https://github.com/bjornmelin/curated-ai-ml-course-projects

๐Ÿš€ Curated AI & ML Course Projects โ€“ A handpicked collection of experiments, tutorials, and real-world projects from various AI, ML, deep learning, and Hugging Face courses. Explore structured, hands-on learning in one central repository.

ai coursework data-science deep-learning huggingface jupyter-notebooks machine-learning ml neural-networks projects python tutorials

Last synced: 15 Feb 2026

https://github.com/njlyon0/collab_vargas-quality-control-talk

Presentation for Santa Barbara R Users In June 2022

code-tutorials data-science teaching-materials

Last synced: 22 Jul 2025

https://github.com/whots/homeneo

Data Science - Asteroid exploration with NASA apis using Julia.

ai beginner-project data-science julia julia-language nasa nasa-api

Last synced: 28 Jan 2026

https://github.com/themuhd/kpmg-data-analytics-virtual-internship

Repository contains solutions to the 3 different tasks performed during the data analytics virtual internship provided by KPMG via Forage

business-analytics consulting data-science data-visualization powerbi

Last synced: 16 Apr 2026

https://github.com/mljar/enrichment

Data enrichment with AI for pandas DataFrame

data-analysis data-enrichment data-science openai pandas

Last synced: 01 Jul 2025

https://github.com/n-sapkota/dsma-113-python-programming

This repository is for DSMA 113: Introduction to Python Programming at Kathmandu University. The course introduces foundational Python concepts, including syntax, data structures, object-oriented programming, and essential libraries like NumPy, Pandas, and Matplotlib.

data-science jupyter-notebook machine-learning python3

Last synced: 21 Feb 2026

https://github.com/birchkwok/spinesutils

A library that provides template code for Python development to shorten the project development cycle.

data-science machine-learning machine-learning-algorithms preprocessing-data

Last synced: 03 Feb 2026

https://github.com/erikhoward/favorite-r

Curated list of interesting and useful R packages.

data-science list packages r rstats

Last synced: 26 Jun 2025

https://github.com/kalebers/data_streams_parametric_t-sne

Research for Parametric T-SNE in high to low dimensional data stream, published in 2021 by Kalebe Rodrigues Szlachta and Andre de Macedo Wlodkovski, oriented by Jean Paul Barddal, Computer Science graduation from Pontifical Catholic University of Parana (PUCPR)

classifier data-analysis data-science data-visualization machinelearning parametric parametric-tsne python tsne-algorithm tsne-visualization

Last synced: 11 Feb 2026

https://github.com/mollybeach/scrambledegg

scrambledEgg scramble file names in Javascript API

api data-science file javascript

Last synced: 09 Sep 2025

https://github.com/sherylhyx/auroc-vs-auprc

Code for final year project: AUROC vs AUPRC.

classification data-science machine-learning random-forest regression

Last synced: 26 Mar 2025

https://github.com/camara94/data-visualization-with-python

Data visualization and some of the best practices when creating plots and visuals. The history and architecture of Matplotlib, and how to do basic plotting with Matplotlib. Generating different visualization tools using Matplotlib such as line plots, area plots, histograms, bar charts, box plots, and pie charts. Seaborn, another data visualization library in Python, and how to use it to create attractive statistical graphics. Folium, and how to use to create maps and visualize geospatial data.

data data-science data-structures data-visualization python3

Last synced: 16 May 2026

https://github.com/shahab-esfandiar/taxidemand-prediction-using-deeplearning

Develope a CNN-LSTM model with Multi-Head Attention mechanism model to Predict Taxi demand

cnn-keras data-science deep-learning pandas python rnn-tensorflow streamlit-webapp taxi-data

Last synced: 24 Jan 2026

https://github.com/muhammadibrahim313/start-your-data-science-journey

In this Repo i will be Sharing all Resources that we will be Learning during December Data Science Workhops on iCode Guru

btajicrew data data-science eda icodeguru machine-learning matplotlib pandas python

Last synced: 03 Feb 2026

https://github.com/angeligareta/alcohol-consumption

Research about global alcohol consumption related with facts such as nutrition, poverty, or school grades. Results can be found on the website below.

alcohol-consumption analysis data-science national-health nutrition r r-programming upm

Last synced: 14 Jun 2025

https://github.com/aryehky/cauliflower

๐Ÿฅฆ Cauliflower: React app javascript web development data-structures algorithms ๐Ÿฅฆ

algorithms data-science data-structures javascript javascript-library webdevelopment

Last synced: 15 Mar 2025

https://github.com/visionkernel/centerspoke

Centerspoke is a data management and analysis tool that allows easy access to cloud databases. Say goodbye to using excel for data management. This open-source CLI tool allows for the rapid processing and analysis of all your data, and makes it easy to upload your excel files into your cloud databases.

cli cloud-database data-aggregation data-analysis data-analysis-python data-management data-science python python3

Last synced: 24 May 2026

https://github.com/filippo-fonseca/learning

My learning material, projects, notes, and more that have (and continue to) aid me in my learning journey.

ai data-science design learning learning-material machine-learning open-source programming school

Last synced: 14 Mar 2025

https://github.com/podidiving/dls_intro_to_ml_2021

Intro to ML. Intensive. 2021

data-science machine-learning

Last synced: 16 May 2025

https://github.com/thenewflesh/flatiron

Standardized computer vision pipeline framework with a chainable API and procedurally defined model architecture

cnn computer-vision convolutional-neural-network data-science deep-learning machine-learning ml-ops tensorflow tensorflow2 unet

Last synced: 19 Mar 2025

https://github.com/rwpenney/vl4s

Tool for auto-generating a Scala plotting library from Vega-Lite schema, to support interactive web-based graphs and visualizations.

data-science data-visualization json-schema plot plotting scala vega-lite

Last synced: 16 Jan 2026

https://github.com/darribas/gdsbook_overview

Introductory slides for the GDS Book project

data-science geographic-data-science slides talks

Last synced: 26 Aug 2025

https://github.com/verbasik/yandex.practicum.datascience

ะŸะพั€ั‚ั„ะพะปะธะพ ะฟั€ะพะตะบั‚ะพะฒ Data Science, ะฒั‹ะฟะพะปะฝะตะฝะฝั‹ั… ะฒ ั€ะฐะผะบะฐั… ะฟั€ะพั„ะตััะธะพะฝะฐะปัŒะฝะพะน ะฟะตั€ะตะฟะพะดะณะพั‚ะพะฒะบะธ ะฒ ะฏะฝะดะตะบั.ะŸั€ะฐะบั‚ะธะบัƒะผ. ะ’ะบะปัŽั‡ะฐะตั‚ ะธััะปะตะดะพะฒะฐะฝะธั ะฒ ะพะฑะปะฐัั‚ะธ ั„ะธะฝะฐะฝัะพะฒ, ะฝะตะดะฒะธะถะธะผะพัั‚ะธ, ะบะธะฝะพะฟั€ะพะบะฐั‚ะฐ ะธ ะดั€ัƒะณะธั…, ั ะธัะฟะพะปัŒะทะพะฒะฐะฝะธะตะผ ัั‚ะฐั‚ะธัั‚ะธะบะธ, ะผะฐัˆะธะฝะฝะพะณะพ ะพะฑัƒั‡ะตะฝะธั ะธ ะฐะฝะฐะปะธะทะฐ ะดะฐะฝะฝั‹ั….

data-analysis data-science machine-learning yandex-praktikum

Last synced: 29 Jan 2026

https://github.com/datasnakes/cookiecutter-orthoevol

A cookiecutter template for the OrthoEvol python package

bioinformatics cookiecutter cookiecutter-template data-science python

Last synced: 12 Sep 2025

https://github.com/ashwinpn/visualization

Data Visualization using Matplotlib, Pandas Visualization, Seaborn, ggplot, and Plotly.

analysis data data-analysis data-science data-visualization graphs plots python python3 visualization

Last synced: 13 Apr 2026

https://github.com/sustentarea/global-historical-yield

๐ŸŒพ A Reproducible Pipeline for Processing the Global Dataset of Historical Yields (1981โ€“2016) by Iizumi et al.

crop-yield data-munging data-science historical-data open-data open-science pangaea pipelines rstats spatial-data time-series yield-estimates

Last synced: 24 Aug 2025

https://github.com/hq969/bharatinternproject-01

The SMS Spam Detection Module is a machine learning-based text classification system designed to identify spam messages in SMS texts. Using Natural Language Processing (NLP) and machine learning algorithms, this model classifies messages as either spam or legitimate (ham), helping to filter out unwanted messages.

data-science sms-api spam-detection

Last synced: 16 Jul 2026

https://github.com/kalpanabaheti/mancala-gameplayai-nonpropreitary

Basic functional code for the Mancala Educational Gaming and Feedback Project. Also available: Detailed open-source learning algorithms- some of which are pretty crafty, mind you! - that are designed for the driving logic of the game playing and automated game teaching system.

child child-education data-science decision-trees educational-project game-development machine-learning natural-language-understanding outlier-detection p pedagogy python-3-6 reinforcement-learning-algorithms risk-analysis statistics strategy-game-engine test-automation

Last synced: 30 Jan 2026

https://github.com/kaos599/apollo-synthetic-data-generator

Apollo is a Python GUI application designed to simplify the complex process of generating random data based on fixed values. It allows users to generate various types of binary datasets, such as Yes/No type questions, by specifying probabilities.

data data-engineering data-generation data-generator data-science faker-library machine-learning tkinter-gui

Last synced: 22 Jul 2025

https://github.com/santhosh-2901/thyroid_prediction

"Machine learning project to predict thyroid diseases based on patient data."

cassandra data-science flask machine-learning thyroid-disease-detection

Last synced: 17 Mar 2026

https://github.com/exa-analytics/exa

The exa framework for data management, processing, and visualization

data-science

Last synced: 18 Aug 2025

https://github.com/wasiqs-classics/code-camp-python-for-data-science-and-machine-learning

Learn Python, from Basics to Advance. For Machine Learning and Data Science

data-science gui ktinker machine-learning python python-3

Last synced: 25 Feb 2026

https://github.com/rohitxsh/rt-india-covid-19

Data science model being used for calculating Rt on Rt-India website (Frontend is built on Dash Framework).

covid-19 covid-19-india dash dash-framework data-science python python3

Last synced: 05 Oct 2025

https://github.com/moindalvs/forecasting_cocacola_prices.

Prepare a document for each model explaining how many dummy variables you have created and RMSE value for each model. Finally which model you will use for Forecasting.

arima data-science double-exponential-smoothing forecasting holt-winters-forecasting sarima-models sarimax simple-exponential-smoothing time-series-analysis time-series-forecasting time-series-prediction triple-exponential-smoothing

Last synced: 19 Apr 2026

https://github.com/lcvriend/humannotator

Library for creating annotator tools for Python/Jupyter

annotation-tool annotator data-science dataframe jupyter pandas python text-classification

Last synced: 20 Feb 2026

https://github.com/di37/imdb-reviews-sentiment-analysis-using-transformers

This repository contains a complete implementation of a sentiment analysis model using Transformers and TensorFlow. The project classifies IMDB movie reviews as either positive or negative by training Transformer model on the IMDB dataset.

artificial-intelligence data-science deep-learning keras machine-learning natural-language-processing nlp python sentiment-analysis tensorflow text-classification transformers

Last synced: 31 Jan 2026

Data Science Awesome Lists
awesome-datascience 950 Awesome-pytorch-list 707 awesome-bigdata 668 awesome-R 486 awesome-mlops 314 awesome-jupyter 208 awesome-computer-science-opportunities 153 awesome-python-data-science 382 football_analytics 56 awesome-public-real-time-datasets 91 awesome-business-intelligence 231 awesome-streamlit 101 awesome-fraud-detection-papers 225 yt-channels-DS-AI-ML-CS 195 awesome-generative-ai-data-scientist 180 awesome-google-colab 73 awesome-data-analysis 936 CV-pretrained-model 103 StarryDivineSky 108 awesome-learn-datascience 43 data-science-with-ruby 101 awesome-r-learning-resources 140 awesome-data 32 awesome-data-agents 155 awesome-feature-engineering 69 awesome-time-series-segmentation-papers 135 awesome-ai 493 DMG-Data-Science-Awesome 198 awesome-materials-informatics 133 ai-catalog 294 awesome-python 957 machine-learning-resources 56 Awesome-Distributed-Deep-Learning 44 Data-Science 71 awesome-h2o 96 awesome-data-centric-ai 33 awesome-scientific-python 131 awesome-ml-blogs 95 awesome-arcgis-developers 182 100-AI-Machine-learning-Deep-learning-Computer-vision-NLP 260 data-science-learning-path 70 Data-Engineering-Roadmap 119 awesome-kubeflow 152 awesome-code-benchmark 232 awesome-python-machine-learning-resources 1,884 awesome-data-contracts 58 awesome-Iran-datasets 82 awesome-AI-tutorials-surveys 134 recommendations-for-engineers 1,200 awesome-computer-vision-resources 307
Data Science Categories
A01_ๆ–‡ๆœฌ็”Ÿๆˆ_ๆ–‡ๆœฌๅฏน่ฏ 2,414 Uncategorized 1,774 ๅ‰็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 766 The Data Science Toolbox 591 Books 579 Table of Contents 568 ๅ…ถไป–_ๆœบๅ™จๅญฆไน ไธŽๆทฑๅบฆๅญฆไน  550 Machine Learning 527 100 + ๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜ ๐—Ÿ๐—ถ๐˜€๐˜ ๐˜„๐—ถ๐˜๐—ต ๐—ฐ๐—ผ๐—ฑ๐—ฒ 495 Research Articles and Reports 429 Python 399 ็ฝ‘็ปœๆœๅŠก 367 Data Versioning for Machine Learning 358 Literature and Media 351 Paper implementations 341 Awesome Resources 340 ๅŽ็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 319 ๅ…ถไป–_ๆœบๅ™จ่ง†่ง‰ 315 ๅ…ถไป–_ๅฎ‰ๅ…จไธŽๆธ—้€ 292 Tools 290