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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/kzndotsh/gang.guide

Evidence backed mapping of criminal organizations across the US โ€” alliances, rivalries, history, and culture.

ai crime data-analysis data-science data-visualization dataset gangs konva konvajs llm organized-crime python svelte sveltekit tailwind typescript

Last synced: 03 Jul 2026

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: 11 Oct 2025

https://github.com/sukanyabag/gcp-ai-notebooks

This repository contains all practice notebooks with which I performed hands-on labs in Google Cloud Training Program's "Cloud ML-AI Track"

bigquery cloudml-samples data-science dataprep tensorflow-tutorials

Last synced: 08 Feb 2026

https://github.com/kyle-wannacott/image-annotation-tools

Speed up image selection, tagging, annotation and bounding boxing of relevant images to then use in machine learning models.

annotation annotation-tool data-science image-processing image-recognition machine-learning opencv opencv-python python3 tagging-tool

Last synced: 07 May 2026

https://github.com/aaaastark/genai-hub-space

Unlock peak productivity and navigate the GenAI-Hub-Space with confidence. This repository is your central hub for carefully curated AI tools, models, and learning resources designed to help developers, researchers, and professionals work smarter, not harder.

artificial-intelligence audio-processing automation autonomous-agents computer-vision data-science deep-learning generative-ai image-editing image-generation llm machine-learning music-generation natural-language-processing reinforcement-learning research-and-development speech-recognition speech-to-text text-to-speech voice-assistant

Last synced: 11 Apr 2026

https://github.com/carsonsgit/eclipseanalysis

Data Analysis of the 2024 Total Eclipse

analysis data-science python raspberry-pi

Last synced: 09 Oct 2025

https://github.com/rsharifnasab/amirzahelper

a program to find meaningful persian words with given chars, for help in mirza game

data data-mining data-science dataset game mirza python3

Last synced: 04 Jun 2026

https://github.com/gsganden/model_inspector

A uniform interface to a curated set of methods for inspecting machine learning models

data-science machine-learning scikit-learn visualization

Last synced: 26 Oct 2025

https://github.com/alexandregazagnes/scikit-transformers

Very usefull package to enable and provide custom transformers such as LogColumnTransformer, BoolColumnTransformers and others fancy transformers.

data data-science log python scikit-learn transformer

Last synced: 26 Oct 2025

https://github.com/brkcvlk/mlfcrafter

ML Pipeline Automation Tool - Chain together data processing, model training, and deployment with minimal code. Build production-ready ML workflows in minutes, not hours.

ai automation automl beginner-friendly data-processing data-science framework library machine-learning ml-framework mlops model-training pipeline production-ready python python3 scikit-learn toolkit workflow xgboost

Last synced: 14 Jan 2026

https://github.com/mxagar/mlflow_guide

My personal notes on how to use MLflow, compiled after following courses & tutorials, and after making personal experiences.

data-science guide machine-learning mlflow mlops tracking tutorial

Last synced: 20 Aug 2025

https://github.com/ihuzaifashoukat/ihuzaifashoukat

Full Stack Developer | AI & RAG Expert | Open Source Contributor. Bridging the gap between robust engineering and cutting-edge AI.

ai analytics computer-vision config data-science deep-learning full-stack generative-ai github-config llm machine-learning nextjs python rag react typescript vector-database

Last synced: 04 Apr 2026

https://github.com/queirozfcom/python-ds-util

Collection of useful helper methods for interactive data science work in python. Usually on jupyter notebooks, using the basic python scientific stack.

data-science matplotlib pandas python scikit-learn utils

Last synced: 19 Oct 2025

https://github.com/adityashrm21/adult-income-prediction

A end-to-end data analysis pipeline including model deployment

data-science eda flask heroku logistic-regression r scikit-learn tidyverse

Last synced: 29 Apr 2026

https://github.com/m-dadej/bikesharingrebalancing.jl

Library for solving and analyzing bike-sharing rebalancing problems

algorithm data-science operational-research operations-research

Last synced: 19 Mar 2026

https://github.com/anshumansinha3301/microbes-project

Project based on Microbes in Human Welfare (Tech Stack - Jupyter, Matplotlib, numpy)

data-science jupyter-notebook python

Last synced: 07 Oct 2025

https://github.com/theengineeringworld/numpy-data-science

NumPy Data Science Essential Traing COurse. Part of Youtube Course Offered by TheEngineeringWorld.

data-analysis data-science numpy numpy-exercises numpy-library numpy-tutorial python python-3-6 python3 scipy2018

Last synced: 09 Oct 2025

https://github.com/richardwarepam16/car_price_predictor

This project aims to predict the Price of an used Car by taking it's Company name, it's Model name, Year of Purchase, and other parameters.

car-price-prediction data-science jupyter-notebook linear-regression machine-learning python regression-models sppu-computer-engineering

Last synced: 07 Oct 2025

https://github.com/campos20/wca-statistics

This repository is meant to provide statistics for the WCA Statistics group on Facebook. It's also my repo to study data science with Python.

data-analysis data-science statistics world-cube-association

Last synced: 29 Jun 2026

https://github.com/anas436/ai-smart-attendance-system

A Face Recognition Web App for Smart Attendance System Using AI

artificial-intelligence computer-vision data-science face-recognition streamlit

Last synced: 16 Oct 2025

https://github.com/yuval-a/deriveodm

DeriveODM is a reactive ODM - Object Document Mapper - framework, a "wrapper" around MongoDB, that removes all the hassle of data-persistence by handling it transparently in the background, in a DRY manner.

collection data data-mapper data-science database db document dry mapper mongo mongodb mongoose node nodejs object odm persistence persistent react reactive

Last synced: 16 Oct 2025

https://github.com/joewood/spotify-lab

Jupyter Notebook and Lab for Spotify Library

data-science jupyter-notebook notebook pandas python spotify

Last synced: 06 Mar 2026

https://github.com/timkong21/medical-appointment-no-show-prediction

A machine learning solution predicting patient no-shows in healthcare appointments. This project integrates EDA, data processing, feature engineering, and XGBoost modeling, with a workflow spanning from Snowflake data retrieval to AWS deployment (S3, SageMaker, Lambda, API Gateway), aiming to enhance appointment management in medical ERP systems.

api aws aws-lambda aws-s3 data-preprocessing data-science exploratory-data-analysis feature-engineering healthcare hyperopt hyperparameter-tuning hypothesis-testing machine-learning predictive-modeling python sagemaker snowflake sql statistical-analysis xgboost

Last synced: 26 Feb 2026

https://github.com/shervinnd/crypto_market_analyse_website

A Python program to see the prices and check the details of the digital currency market written with stramlit user interface and designed with plotly candlestick chart.

data-science plotly python streamlit web

Last synced: 16 Mar 2026

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: 02 May 2026

https://github.com/mscbuild/mscbuild

๐Ÿ† ะกreating digital experiences that not only meet user expectations, but also drive engagement, loyalty and, ultimately, business success. Passionate developer from Latvia .

analysis best-practices coding config data-analysis data-science design developer freelance fullstack github-config latvia mscbuild profile readme seo site software-engineering web webapp

Last synced: 31 Jan 2026

https://github.com/edaaydinea/dataquest-projects

This repository is included data analyst, and data science-guided projects through Dataquest.

data-analysis data-science

Last synced: 07 Feb 2026

https://github.com/elc/jupyter-book-template-cookiecutter

A cookiecutter version of the Book Template repo for Jupyter Book

book cookiecutter cookiecutter-template data-science jupyter jupyter-book template

Last synced: 20 Oct 2025

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: 27 Jan 2026

https://github.com/maastrichtu-ids/dsri-workshop-start-app

โšก Short workshop to start Data Science applications on the Data Science Research Infrastructure at Maastricht University

data-science data-science-research dsri openshift workshop

Last synced: 01 Feb 2026

https://github.com/fusedio/skills

Fused skills and plugins for AIs like Claude

claude-skill codex-skill data data-science fused python skills

Last synced: 01 Jun 2026

https://github.com/lightbluetitan/neurodatasets-py

The neurodatasets package provides a curated collection of neuroscience and brain-related datasets for data analysis, statistical modeling, and machine learning research. It includes datasets related to biomedical voice recordings, MRI brain imaging, Alzheimer's and Parkinson's disease biomarkers, epilepsy seizures, ADHD symptoms

alzheimer alzheimers-disease brain data-science datascience datasets datavisualization dataviz epilepsy machine-learning neurons neuroscience opensource parkinsons-disease python python-library research statistics

Last synced: 03 Jun 2026

https://github.com/sai-123-code/jobathon_feb2022

Analytics Vidhya presents โ€œJOB-A-THONโ€ - India's Largest Data Science Hiring Event, where 37,000+ candidates have participated for job roles in over 80+ top companies. You can be among them too! At JOB-A-THON, all Data Science enthusiasts, freshers and professionals will get the opportunity to showcase their skills and get a chance to interview with top companies for leading job roles in Data Science, Machine Learning & Analytics.

competition data-science jobathon machine-learning r2-score random-forest-regression regression-analysis

Last synced: 08 Feb 2026

https://github.com/ivanprodaiko94/ucu-computer-vision-course

This repo contains implementation of computer vision algorithms and solutions to tasks assigned on the course

computer-vision data-science machine-learning machine-learning-algorithms object-detection object-tracking python ucu

Last synced: 07 May 2026

https://github.com/tushar2704/taipy-cookiecutter

This template provides a solid foundation for your projects, incorporating best practices and a streamlined structure. Whether you're a beginner or an experienced developer, this template will help you kickstart your projects in a Taipy manner.

data-science deep-learning llms machine-learning nlp python taipy taipy-core taipy-gui template-project tushar2704

Last synced: 07 May 2025

https://github.com/ewilk0/sklearn_special_ensembles

A library that creates robust, special-purpose ensembles from sklearn-type base models.

artificial-intelligence data-science ensemble-learning machine-learning

Last synced: 10 Apr 2025

https://github.com/croach/jupyter_report_starter_kit

A starter kit for crafting reports based on Jupyter notebooks

data-science jupyter-notebook python reproducible-research

Last synced: 14 May 2026

https://github.com/amineouerfellii/econometron

A Python package for time series forecasting and economic analysis, providing tools for simulation, estimation, and model evaluation with a focus on scalability and research applications.

data-science deep-learning dsge-models econometrics forecasting localprojections macroeconometrics prediction projection-methods time-series

Last synced: 02 Apr 2026

https://github.com/umitkaanusta/fraudringdetection-trustnetworks-trying-new-approach

Detecting fraud rings in a p2p trust network with high AUC score (better than 9 of 10 well-known algorithms)* using basic and intuitive trust metrics

data-science fraud fraud-detection graph graph-theory machine-learning network network-science social-network-analysis

Last synced: 27 Mar 2025

https://github.com/juliasouz/julia-projects

A collection of projects developed in Julia for learning and practice.

data-science julia julia-language julialang scientific-computing

Last synced: 10 Apr 2025

https://github.com/turingtest37/sequencerj.jl

Julia-language port of the Sequencer algorithm, originally developed in python (https://github.com/dalya/Sequencer). The Sequencer finds trends in 1-dimensional data sets and has been used by its original authors for data analysis in astrophysics, seismology, image processing, etc. Contributions are welcome!

analysis data-science julia julia-language julia-library trend

Last synced: 07 May 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: 09 Jul 2025

https://github.com/uznetdev/global-internet-users

This repository contains a project that analyzes global internet user data. The project includes scripts and tools to visualize and interpret various aspects of internet usage across the world. You can use this project with MIT license!

data-science matplotlib pandas pandas-dataframe pandas-python plotly plotly-dash python python3 seabor seaborn streamlit streamlit-application streamlit-dashboard streamlit-web streamlit-webapp visualization web website

Last synced: 11 Apr 2025

https://github.com/nasdin/kaggle-competitions-nasdin

Competitive Data Science, ML & AI competitions on Kaggle. A repo for my projects and progress. My road to becoming a kaggle grandmaster.

ai data-science kaggle kaggle-competition machine-learning python

Last synced: 12 Apr 2025

https://github.com/mohammadvhossein/tf-gym

The TF Gym repo shares daily TensorFlow projects on ML/DL, including RL, providing educational resources for beginners and practical examples for experienced users with detailed instructions for applications like image classification and text generation.

ai artificial-intelligence computer-vision data-science deep-learning iris kears machine-learning mnist modeling nlp poetry-generator tensorflow time-series translator

Last synced: 10 Apr 2025

https://github.com/hermanzhaozzzz/bioat

bioat, a python package & command line toolkit for Bioinformatics and data science!

bioinformatics bioinformatics-tool data-science python

Last synced: 07 Apr 2026

https://github.com/systemvll/censys-client

A censys.io client that allow to you to use multiple api key

censys-api censys-client censys-search data-science shodan

Last synced: 21 Jun 2025

https://github.com/avinashkranjan/basic-data-analysis-and-visualization-in-python

๐Ÿ“Š Some of the most important python tools in data science for Data Analysis and Data Visualization.

data-analysis data-science matplotlib matplotlib-pyplot numpy pandas plotly seabourne

Last synced: 30 Oct 2025

https://github.com/natanast/tidytuesday

This repository includes my participation in the TidyTuesday challenge.

data-science data-visualization rprogramming tidytuesday

Last synced: 28 Oct 2025

https://github.com/omarsar/text_mining_lab_2017

Requirements for Text Mining Summer Course (Lab Session)

ai data-minig data-science deep-nlp machine-learning nlp text-mining word2vec

Last synced: 10 Apr 2025

https://github.com/creativepurus/pwskills-projects

๐ŸŒŸ This repository is related to the projects related to ๐Ÿค–๐Ÿง ๐Ÿ’ป Artificial Intelligence, Machine Learning and Data Science given by PWSKILLS for the course "DATA SCIENCE MASTERS - IMPACT BATCH 1" ๐Ÿš€

artificial-intelligence artificial-neural-networks creativepuru data-science datascience-machinelearning ineuron ineuron-ai ineuron-assignments ineuronassignment jupyter jupyter-notebook machine-learning powerbi pwskills python python3 pythonproject pythonprojects readme readme-profile

Last synced: 12 Apr 2025

https://github.com/askbuddie/machine-learning-workshop-2019

Data Science & Machine Learning Workshop files

data-science dataset machine-learning

Last synced: 11 Apr 2025

https://github.com/hneth/i2ds

Introduction to data science (i2ds)

data-science education r r-package

Last synced: 05 May 2025

https://github.com/sergio11/online_payment_fraud

Fraud detection using Deep Neural Networks to predict fraudulent transactions in financial data. ๐Ÿšจ๐Ÿค– Complete process from EDA and data preprocessing to model training and evaluation. ๐Ÿ“Š๐Ÿ”

classification data-preprocessing data-science deep-neural-networks dnn exploratory-data-analysis financial-fraud fraud-detection fraud-detection-model imbalanced-data keras machine-learning neural-network python smote tensorflow

Last synced: 17 Aug 2025

https://github.com/shridhar1504/sales-forecasting-datascience-project

Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

data-analytics data-cleaning data-science data-testing data-visualization forecasting-models machin model-evaluation model-fitting prediction predictive-modeling python3 regression-algorithms salesforecast sklearn-library supervised-learning

Last synced: 30 Oct 2025

https://github.com/nguyenanht/john-toolbox

This is my own toolbox to explore data science

data-science machine-learning pipeline python pytorch scikit-learn

Last synced: 10 Apr 2025

https://github.com/bhavik-jikadara/peowt

Predicting the Energy Output of Wind Turbine Based on Weather Conditions

data-science deep-learning kaggle lstm machine-learning mysql nlp prediction python sklearn sql windpo

Last synced: 04 Apr 2025

https://github.com/kstrassheim/datawarehouse-crawler

This is a content and schema crawler tool to receive, update and import various kinds of data into a Onprem or Cloud based SQLServer or Azure-Synapse-Analysis (Azure Datawarehouse SQLServer). As source it supports SQLServer Tables, ODATA Endpoints, CSV Files or Excel Files. For multiple sources it can run in parallel mode where it would make a thread for each connection. The speciality of this crawler is that it creates the target tables by himself using the additional info from source.json. In case of Azure-Synapse-Analysis it would estimate the distribution type and keys. The syncing works completely without SQL Transactions by using a consistency correction algorithm for very frequent fact tables. There are 5 Syncing Algorithms (see Manual/Insert) which can be selected as well as one Update Algorithm.

azure-data-warehouse azure-synapse-analytics business-intelligence crawler csv data-import data-science datawarehouse datawarehousing docker dotnet-core-2 excel integration-testing odata parallel-computing sql

Last synced: 28 Apr 2026

https://github.com/thebutlah/makrl

makrl - modular algorithm kit for reinforcement learning

data-science deep-learning deep-reinforcement-learning halite neural-networks reinforcement-learning

Last synced: 18 Mar 2025

https://github.com/anshumansinha3301/bitfusion_dynamics_gene_project

Project Based on Gene expression and concept related to genetics made using python(Matplotlib)

data-science genetics matplotlib

Last synced: 10 Jul 2025

https://github.com/datasets/collective

๐Ÿ“ฆ DataHub Collective's home and digital garden including notes and ideas on maintaining, curating and publishing (open) data.

data-engineering data-management data-science datasets open-data open-datasets opendata

Last synced: 17 Jan 2026

https://github.com/javaidiqbal11/time-series-forecasting-using-arima-sarima

This repo for time series forecasting using ARIMA and SARIMA models with Python 3.x

arima-model data-science forecasting-models python3 sarima-model time-series

Last synced: 08 Sep 2025

https://github.com/kozodoi/dptools

Python package with utilities for data processing, aggregation, feature engineering and data versioning

aggregation data-preparation data-preprocessing data-science feature-engineering python

Last synced: 08 May 2025

https://github.com/walterowisk/dio_labproject-pipeline-etl-python

Desafio de projeto proposto pela DIO dentro do Santander Bootcamp 2023 - Ciรชncia de Dados com Python

colab-notebook data-science dio-bootcamp etl etl-pipeline google-colab python

Last synced: 12 Apr 2025

https://github.com/a-poor/spotify-skip-prediction

Using a dataset of listening sessions to predict whether or not a user would skip a given track

classification data-science decision-tree-classifier gradient-boosting postgresql spotify

Last synced: 07 Mar 2026

https://github.com/jgphilpott/polyplot

A data exploration application inspired by Ola Rosling's Trendalyzer software.

d3js data-exploration data-science ola-rosling threejs trendalyzer

Last synced: 11 Jul 2025

https://github.com/mindinventory/mrmst-main

Introducing MRMST โ€“ Your go-to solution for analyzing investment portfolio risks on the fly. Whether it's the break of dawn, midnight, or right after a trade, seize control of your portfolio with unprecedented ease and precision.

artificial-intelligence data-science financial-analysis machine-learning python stock-market streamlit

Last synced: 09 Jul 2025

https://github.com/djego/ecommerce-peru-scrap-cli

Ecommerce Perรบ Scrap CLI is a project open source that extract products data by category and export to csv, json and other structure format files

cli data data-science python3 scraping

Last synced: 17 Mar 2025

https://github.com/beeva-jorgezaldivar/plumberModel

Create APIs for the deployment of R models with minimal code

api caret data-science deployment machine-learning plumber r

Last synced: 30 Jul 2025

https://github.com/vsimkus/vae-conditional-sampling

[TMLR] Research code for the paper "Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling".

conditional-sampling data-science importance-sampling incomplete-data mcmc missing-data vae

Last synced: 30 Jun 2026

https://github.com/nazchanel/fake-news-detection-webapp

A Flask webapp that detects fake news with a given text input using the power of Natural Language Processing. Deployment on Heroku failed due to the program's large memory consumption.

data-science dataset keras keras-tensorflow machine-learning natural-language-processing nlp nlp-machine-learning python scikit-learn tensorflow

Last synced: 06 Mar 2026

https://github.com/practicalli/clojure-data-science

Techniques and tools for data science with Clojure

book clojure data-science repl

Last synced: 01 Jul 2025

Data Science Awesome Lists
awesome-datascience 944 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 83 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-feature-engineering 69 awesome-data-agents 155 awesome-time-series-segmentation-papers 135 awesome-ai 493 DMG-Data-Science-Awesome 198 awesome-materials-informatics 133 ai-catalog 294 awesome-python 956 Awesome-Distributed-Deep-Learning 44 machine-learning-resources 56 Data-Science 71 awesome-h2o 96 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-ml-blogs 95 awesome-arcgis-developers 182 data-science-learning-path 70 100-AI-Machine-learning-Deep-learning-Computer-vision-NLP 244 Data-Engineering-Roadmap 119 awesome-kubeflow 152 awesome-code-benchmark 204 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 1,813 Languages 1,012 ๅ‰็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 767 Books 624 The Data Science Toolbox 599 Table of Contents 585 ๅ…ถไป–_ๆœบๅ™จๅญฆไน ไธŽๆทฑๅบฆๅญฆไน  550 Machine Learning 529 100 + 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 424 Python 400 Literature and Media 384 ็ฝ‘็ปœๆœๅŠก 368 Data Versioning for Machine Learning 361 Awesome Resources 356 Paper implementations 341 ๅŽ็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 319 ๅ…ถไป–_ๆœบๅ™จ่ง†่ง‰ 315 ๅ…ถไป–_ๅฎ‰ๅ…จไธŽๆธ—้€ 292