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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/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: 12 Apr 2025

https://github.com/smarter-sh/smarter

Smarter is an extensible AI authoring and resource management system

ai data-science django drf full-stack llm pydantic python toolcalling

Last synced: 07 Jul 2026

https://github.com/vrathi101/taxfilingfusion

This package will provide the ability for users to access IRS data combined with geographic data in a powerful way.

data-science geographic-data python tax-database

Last synced: 29 Aug 2025

https://github.com/di37/ner-electrical-engineering-finetuning

This repository includes notebooks starting from data tokenization and fine-tuning of BERT models including ModernBERT, till upload models to the hub for Electrical Engineering NER task.

artificial-intelligence data-science huggingface-models huggingface-transformers language-model machine-learning natural-language-processing transformers

Last synced: 16 Apr 2025

https://github.com/sblack4/microsoft-professional-program-data-science

Notes๐Ÿ“ from the Microsoft Professional Program Data Science track offered on edx.org

data-science edx-course machine-learning microsoft mooc notes python

Last synced: 05 Mar 2026

https://github.com/nafisalawalidris/bitcoin-price-analysis-before-the-2024-halving

Analysing Bitcoin's price movements pre-2024 halving using Python, data analysis and machine learning to forecast future trends in cryptocurrency markets.

analysis bitcoin bitcoin-price cryptocurrency data-science machinelearning prediction python

Last synced: 14 Jul 2025

https://github.com/moshegroot/piscine-python-data-science

Result of Ecole42 Piscine about Data Science with python

data-science python

Last synced: 14 Apr 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/matthewcarbone/bootcamp

A collection of tutorials and resources for data science and machine learning

data-science education machine-learning

Last synced: 07 May 2025

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

StrangeR things: Building 2D and 3D modelsโ€ฆ with LEGO bricks? inย R. How to emulate and visualize LEGO bricks in 2D and 3D with the "brickr" package inย 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: 11 Apr 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/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/kalebu/worldmeter-coronavirus-scraper

A python program that tracks coronavirus statistics based on the worldometer website

beautifulsoup coronavirus data-extraction data-science python-tanzania tanzania webscraping worldmeter-coronavirus-scraper

Last synced: 08 May 2025

https://github.com/bradleyboehmke/uc-bana-7025

Additional resources for the UC BANA 7025 Data Wrangling course

data-science data-visualization data-wrangling r

Last synced: 13 Apr 2025

https://github.com/xperimental/ipromnb

Jupyter notebook kernel for running Prometheus queries.

data-science jupyter-notebook jupyter-notebook-kernel prometheus

Last synced: 22 Jun 2025

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

https://github.com/vicotrbb/pylexitext

Pylexitext is a python library that aggregates a series of NLP methods, text analysis, content converters and other usefull stuff.

data-science machine-learning nlp python python3

Last synced: 14 Apr 2025

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/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/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/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/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/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/cosmoduende/r-ufo-sightings

Are we alone in the universe?โ€Š-โ€ŠData Analysis and Data Visualization of UFO sightings withย R. How to analyze and visualize data of UFO sightings of the last century in the USA and the rest of theย world with R language.

data-analysis data-analytics data-science data-visualisation data-visualization data-visualizations dataviz ovni ovni-dataset r-code r-language r-programming r-stats ufo ufo-analysis ufo-dataset ufo-sighting ufo-sightings

Last synced: 13 May 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/mrgeislinger/lesson-git-for-data-science

Lesson for using git and GitHub for data scientist. Associated lecture recording in README

data-science git github lesson

Last synced: 12 May 2025

https://github.com/bartekpog/messenger-analysis

Messenger chat analyzer. Take a look at the in-depth study of your chat history.

algorithms data-science data-visualization exploration messenger python text-analysis

Last synced: 22 Mar 2025

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/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/sayakpaul/mlplanner

Contains data, notebooks and other files of FloydHub's mini-series on machine learning project structuring, model debugging, various tips and tricks and more

data-science deep-learning floydhub machine-learning

Last synced: 17 Sep 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/askbuddie/machine-learning-workshop-2019

Data Science & Machine Learning Workshop files

data-science dataset machine-learning

Last synced: 11 Apr 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/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/yash22222/tata-data-visualisation-virtual-internship

Data Visualisation: Empowering Business with Effective Insights Gain insights into leveraging data visualisations as a tool for making informed business decisions.

basics ceo charts cmo data-analysis data-interpretation data-science data-visualization graphs machine-learning mcq microsoft-excel microsoft-power-bi microsoft-word powerpoint-presentations python tableau tata tata-data-visualisation

Last synced: 22 Jul 2025

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/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/cbozan/graduation-project

Graduation project categorizes popular search phrases using Python and Spark and presents them on a website to inspire creators.

crisp-dm data-cleaning data-science machine-learning nlp nlp-machine-learning spark spark-mllib

Last synced: 14 Jul 2025

https://github.com/immunogenomics/amp_phase1_ra_viewer

๐ŸŒป View single-cell RNA-seq and mass cytometry data in synovial tissues from patients with RA or OA.

cytof-data data-science data-visualization r rna-seq-data shiny-apps single-cell-rna-seq

Last synced: 27 Jun 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/iguptashubham/metro-operations-optimization

Metro Operations Optimization refers to the systematic process of enhancing the efficiency, reliability, and effectiveness of Metro services through various data-driven techniques and operational adjustments.

data-analysis-project data-science data-science-projects

Last synced: 11 Jun 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/vanessaaleung/ds-interview-prep

A website that helps practice Data Science interview questions

data-science firebase react web

Last synced: 18 May 2026

https://github.com/radanalyticsio/base-notebook

An image for running Jupyter notebooks and Apache Spark in the cloud on OpenShift

apache-spark data-science jupyter-notebook notebook openshift

Last synced: 06 Apr 2025

https://github.com/omarsar/friendly_data_science

Material and resources for the "Friendly Data Science" YouTube series.

analytics data-science datamining deep-learning natural-language-processing neural-networks text-mining

Last synced: 07 Sep 2025

https://github.com/mert-byrktr/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: 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/shervinnd/btc_close_price_predict_ml

Predicting the price of Bitcoin closes with machine learning method and testing linear modes and using linear regression model.

bitcoin cryptocurrency data data-science datamining finance linear-regression linerregression machine-learning machine-learning-algorithms machinelearning ml numpy pandas predictive-modeling python regression sklearn

Last synced: 24 Oct 2025

https://github.com/equinor/sti

An investigation into the feasibility of using deep neural networks for local planning problems in well trajectory engineering.

data-science deep-neural-networks ml trajectory trajectory-optimization well wellbore

Last synced: 01 May 2025

https://github.com/tushar2704/everyday-sql

Welcome to Everyday SQL Sheets โ€“ your go-to resource for everyday SQL cheat sheets, pro tips, interview questions, and more. Whether you're a beginner looking to learn SQL or an experienced developer seeking quick reference materials, this application has got you covered.

artificial-intelligence cheatsheet data-analysis data-science database mysql postgresql query-language sql sqlalchemy streamlit streamlit-tushar2704 tushar2704

Last synced: 05 Apr 2026

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/srinivasrm/mutual-funds-analysis-and-prediction

In this project I have performed analysis and prediction on 1,3,and 5 year returns on 1064 mutual funds in India. I have scraped data from a website which is the most visited website for mutual fund investments.I have tested regression models linear model,SGD Regressor , Random Forest Regressor,Decision Tree Regressor,Ridge,MLP Regressor and linear model (Lasso).After which I have selected the best perorming model and performed Hyper parameter tuning and then deployed an interactive application which can generate the visualization and send an email with the visualization to the users email address.

beautifulsoup data-analysis data-base data-cleaning data-science deployment etl finanace frontend funds machine-learning mutual mutual-funds pgsql python scikit-learn sql streamlit web webapplication

Last synced: 27 Oct 2025

https://github.com/ynikitenko/lena

Lena is an architectural framework for data analysis

analysis-framework analysis-pipeline data-analysis data-science

Last synced: 30 Apr 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/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/rhenkin/visxhclust

A Shiny app and functions for visual exploration of hierarchical clustering.

clustering data-analysis data-science r r-package r-shiny rstats shiny-apps

Last synced: 02 Apr 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/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/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/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/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/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/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/siyovush-hamidov/titanic-ml-from-disaster

๐Ÿšข Titanic ML: Predict survival on the Titanic with machine learning. Beginners' challenge on Kaggle.

data-science python streamlit

Last synced: 06 May 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/vidhi1290/brain-tumor-detection

Brain Tumor Detection using CNN: Achieving 96% Accuracy with TensorFlow: Highlights the main focus of your project, which is brain tumor detection using a Convolutional Neural Network (CNN) implemented in TensorFlow. It also emphasizes the impressive achievement of reaching 96% accuracy, which showcases the effectiveness of your model.

artificial-intelligence artificial-neural-networks braintumorclassification braintumour convolutional-neural-networks data-science dataanalysis datavisualization deep-learning deep-neural-networks kaggle machine-learning machine-learning-algorithms python tensorflow

Last synced: 10 Apr 2025

https://github.com/sondosaabed/preprocessing-for-machine-learning-in-python

DataCamp inetrmediate course on how and when to perform data preprocessing in any machine learning project to get the data ready for modeling

data-preprocessing data-science data-scientist datacamp-course machine-learning machine-learning-pipeline python

Last synced: 09 Apr 2025

https://github.com/sondosaabed/datacamp-data-scientist-track

26+ Hourse of learning Data Science with Python and SQL career track. To prepare for the Data Scientist with Python Certification

data-science datacamp intermediate-sql joining machine-learning python python-packages sql

Last synced: 09 Apr 2025

https://github.com/ahammadmejbah/apprenticeship-in-python-for-machine-learning-and-data-science

In recent years, Python's popularity has skyrocketed, making it one of the most sought-after languages for software development. This is because of its user-friendliness, adaptability, and capacity for processing massive volumes of data. Python is highly recommended for use in AI, data science, and machine learning.

classification clustering data data-science deep-learning dimensionality-reduction machine-learning neural-network pandas python regression reinforcement-learning

Last synced: 04 Sep 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: 01 Apr 2025

https://github.com/skcript/normalization

Various normalization methods used in ML

artificial-intelligence data-science machine-learning

Last synced: 05 Apr 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/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/noahgift/sugar

Nutrition Data Science exploration of Sugar

cdc data-science nutrition python sugar

Last synced: 28 Oct 2025

https://github.com/alan-turing-institute/skills

The core repository for learning & skills materials developed by the the Alan Turing Institute.

ai alan-turing-institute courses-resource data-science learning-resources open-source skills

Last synced: 05 Mar 2026

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 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 1,827 Languages 1,012 ๅ‰็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 767 Books 625 The Data Science Toolbox 598 Table of Contents 593 ๅ…ถไป–_ๆœบๅ™จๅญฆไน ไธŽๆทฑๅบฆๅญฆไน  550 Machine Learning 528 100 + 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 Tools 295