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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/tomyc/practical-machine-learning

Data and examples that support the material in the book "Praktyczne uczenie maszynowe"

data-science machine-learning mssqlserver python r revoscalepy revoscaler

Last synced: 03 Oct 2025

https://github.com/iamfoysal/data-analysis

This repository contains various examples and exercises to help learn data science using Python.

data-analysis data-science database jupyter-notebook python3

Last synced: 10 Feb 2026

https://github.com/voaneves/voaneves

:octocat: Hello! This repository is for the welcome message on my Github Profile. โญ If you like it!

ai data-science html-css-javascript machine-learning prompt-engineering python3

Last synced: 18 Apr 2026

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/zenwor/table_editor

A simple table data editor, with easily scalable functions and operations & a nice GUI

data data-science formula java parser parsing preprocessing swing tokenizer

Last synced: 22 Jun 2025

https://github.com/ioangatop/datamining

Data Mining techniques on predicting mood using time-series analysis in mental health and predicting the click behaviour of users in a hotel ranking system.

data-mining data-science prediction ranking-algorithm sequence-analysis xgboost

Last synced: 23 May 2026

https://github.com/abidshafee/datascienceyoutubetutorials

This repository holding some python notebooks which I made to cast some of my practical data science projects on YouTube

cs cs-school data-science deep-learning deep-neural-networks machine-learning shafekul-abid video-tutorials youtube youtube-channel

Last synced: 19 Feb 2026

https://github.com/mine-cetinkaya-rundel/ds-sigcse

Materials for the "Computing infrastructure and curriculum design for introductory data science" workshop at SIGCSE

data-science education rstats

Last synced: 20 Jan 2026

https://github.com/nafisalawalidris/building-a-linear-regression-model-to-predict-diabetes-progression

Predict Diabetes Progression: A linear regression model to predict diabetes progression using patient attributes. Collaborate to improve predictions. Jupyter Notebook implementation.

collaborative-development data-science diabetes-progression jupyter-notebook linear-regression machine-learning medical-data-analysis predictive-modeling

Last synced: 20 May 2026

https://github.com/roland-ka/onerule.jl

Implementation of the 1-Rule data mining algorithm using the Julia programming language

data-mining-algorithms data-science julia machine-learning-algorithms

Last synced: 24 Dec 2025

https://github.com/leonism/customer-predictive-analysis

Explore this repository, a comprehensive resource offering an in-depth guide to conducting customer predictive analysis using cutting-edge machine learning techniques, all within the intuitive framework of Dataiku.

data-analysis data-model data-science data-visualization dataiku machine-learning predictive-modeling

Last synced: 28 Mar 2025

https://github.com/sister-software/spliterator

High-performance delimited data pipeline tools.

data-science iterators streams typescript

Last synced: 11 Mar 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/adityalab/f4sg-epi-workshop

Materials for the Workshop on Data-driven Computational Epidemic Forecasting for West African Countries

data-science epidemiology

Last synced: 17 Feb 2026

https://github.com/mribeirodantas/dsman

Data Science project Manager

data-science project-management scaffolding

Last synced: 30 Jul 2025

https://github.com/testlnord/rdstemplate

Reproducible Data Science RStudio Project Template

data-science r reproducibility reproducible-research rstudio template

Last synced: 30 Jul 2025

https://github.com/gjbex/python-dashboards

Repository that contains material for training sessions on creating dashboards using Python.

dash dashboard data-analysis data-exploration data-science data-visualization panel python streamlit training training-materials visualization

Last synced: 13 Jul 2025

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/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/dineshpinto/data-aggregator

A high performance solution to analysing millions of incoming data points using JIT, vectorisation and C arrays.

data-science high-performance numpy python

Last synced: 18 Apr 2026

https://github.com/thecodemonkey/kennste

Kennste Jemanden, der Corona hatte?

covid19 data-science simulation

Last synced: 06 Apr 2025

https://github.com/taeefnajib/fake-news-detection-using-naive-bayes

We have created a model to determine if a piece of news is fake or not, based on its title. We have used 3 Naรฏve Bayes algorithms, namely Gaussian, Bernoulli and Multinomial.

classification data-science fake-news machine-learning naive-bayes-classifier python

Last synced: 17 May 2026

https://github.com/filiplangiewicz/komunikacja

๐Ÿ“Š A web application presenting data about us downloaded from Facebook, Messenger, Instagram and Snapchat

app collaboration data-science data-visualization dplyr ggplot2 plotly shiny

Last synced: 02 Jan 2026

https://github.com/fhdsl/daseh

๐ŸŒผ Collection of materials to accompany the R25 funded "Data Science for Environmental Health" short course

beginner beginner-friendly beginner-programming course daseh data-science data-science-programming environmental-health niehs public-health r-programming tidyverse

Last synced: 19 Mar 2026

https://github.com/silvermete0r/31github

31 Days of Programming Challenge - Machine Learning Algorithms & Data Analysis

data-science deep-learning machine-learning python statistics streamlit tensorflow

Last synced: 11 Jan 2026

https://github.com/tushar2704/llm_chatbot_streamlit

Streamlit application called T-BOT, using HugChat

artificial-intelligence chatbot data-science hugchat huggingface llama llm

Last synced: 04 Nov 2025

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

Projeto de machine learning aplicando regressรฃo linear nos dados de orรงamento de redes sociais e analisando a relaรงรฃo com as vendas.

analise-de-dados ciencia-de-dados data-analytics data-science dataanalytics datascience kaggle kaggle-dataset machine-learning machinelearning python python-3 python3 regressao-linear regression-linear

Last synced: 19 Apr 2026

https://github.com/getiot/r-courses

R ่ฏญ่จ€ๅŸบ็ก€ๆ•™็จ‹้…ๅฅ—ไปฃ็ 

data-science r tutorial-code

Last synced: 11 Jun 2025

https://github.com/mindful-ai-assistants/movierevenueanalysis

๐ŸŽฌ๐Ÿ’ฐ Analyze movie companies' revenue, release strategies, and financial performance using statistical techniques for actionable insights. This project explores data on total revenue, number of releases, and lifetime gross to uncover patterns that can drive strategic decisions in the film industry.

correlation-analysis data-analysis data-science heatmap jupyter-notebook oneness-consciousness open-source python statistical-analysis statistical-analysis-and-hypothesis-testing statistics ttest

Last synced: 14 Apr 2025

https://github.com/hasnainyaqub/6_months_of_data_science_and_ai

A portfolio of my data science projects, including exploratory data analysis (EDA), machine learning, deep learning, and data visualization using Python, Pandas, NumPy, Plotly, Seaborn, and more.

ai data-science deep-learning eda fastapi flask machine-learning pandas plotly powerbi python pytorch scikit-learn scipy sql sql-server tableau tensorflow

Last synced: 11 Apr 2026

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/wjakethompson/tidyds-2021

A 5-day workshop introducing the tidyverse and tidymodels for data analysis.

data-science r rstats tidymodels tidyverse workshop

Last synced: 08 Apr 2025

https://github.com/andersy005/kaggle-notebooks

Notebooks for various kaggle datasets + competitions

data-science deep-learning kaggle machine-learning

Last synced: 18 May 2026

https://github.com/nikoshet/amazon-customer-reviews-data-mining

Project for course 'Data Mining' for M.Sc. 'Data Science and Machine Learning' in NTUA

data-mining data-science keras-tensorflow numpy pandas python

Last synced: 07 May 2025

https://github.com/charlot-dedjinou/data-scientist

This is a repository of my exercises, training and practical work in the field of data science. Explore a varied collection of practical exercises, training projects and hands-on work, covering various concepts and techniques in data analysis, machine learning and data science.

artificial-intelligence data-science python pythonlibrarires

Last synced: 18 May 2026

https://github.com/open-risk-academy/academy-course-pyt37067

Resources for Open Risk Academy Course: "Processing US Agency Mortgage Data with Awk and Pandas - Part 2: Performing Book"

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

Last synced: 16 Jan 2026

https://github.com/tushar2704/pizza-sales-analysis

This repository contains valuable insights and visualizations derived from an extensive Pizza dataset with over 48,000 rows.

dashboard data-science dataanalysis excel portfolio postgresql powerbi sql streamlit-tushar2704 tushar2704

Last synced: 04 Nov 2025

https://github.com/mathieu2301/pbsc-tracker

Expรฉrience de tracking des vรฉlos en libre service fonctionnants avec PBSC

ai data-analysis data-mining data-science data-visualization libelo machine-learning pbsc valence velib-tracker

Last synced: 23 Jun 2026

https://github.com/i-am-surovi/mat120-project-bracu

I have done this project for my Mat120 course. This is about to calculate Value at Risk (VaR) which has immence importance on Risk Management as well as in Global Economy. I use Monte Carlo Method to calculate.

bracu data-science dataframe integration machine-learning mat120-bracu math120-project monte-carlo-project monte-carlo-simulation project python risk-management value-at-risk value-at-risk-moste-carlo

Last synced: 18 May 2026

https://github.com/alvertogit/datascience

Data Science AI Artificial Intelligence Machine Deep Learning Classification Regression Python Keras TensorFlow TensorFlow2 TPOT XGBoost Matplotlib NumPy Pandas scikit-learn Folium Seaborn Jupyter Lab Notebook

artificial-intelligence data-science deep-learning jupyter-lab jupyter-notebook keras machine-learning matplotlib pandas python scikit-learn tensorflow tensorflow2

Last synced: 05 Jul 2025

https://github.com/shervinnd/imdb-sentiment-analysis-lstm

๐Ÿ” Dive into sentiment analysis with this LSTM model on the IMDB dataset! Classify movie reviews as positive or negative with high accuracy. ๐Ÿ“Š Features ROC curves, custom predictions, and TensorFlow-powered training. Explore code, visualizations, and results.๐Ÿš€

binary-classification data-science deep-learning imdb-dataset jupyter-notebook lstm machine-learning natural-language-processing neural-networks nlp python roc-curve sentiment-analysis tensorflow text-classification

Last synced: 15 Sep 2025

https://github.com/es7/stable-diffusion-from-scratch

In this repo I have implemented Stable Diffusion from Scratch using PyTorch.

artificial-intelligence computer-vision data-science llms machine-learning stable-diffusion

Last synced: 18 May 2026

https://github.com/collapseindex/eval-guide

Learn ML evaluation metrics from scratch! Beginner-friendly Jupyter notebooks with code, visuals, and analogies - all pre-run with outputs. Master accuracy, F1, RMSE, ROC/AUC, cross-validation. Just read or run yourself. Includes challenge exercises. Perfect for ML beginners!

beginner-friendly beginners-guide classification confusion-matrix data-science education f1-score interactive-learning jupyter-notebooks-explaining machine-learning precision-recall python regression roc-auc scikit-learn text-classification tutorial

Last synced: 13 Jan 2026

https://github.com/derlin/workshop-data-sciences

A two-days workshop material introducing data sciences for big data

big-data data-science hdfs hive spark workshop workshop-materials zeppelin

Last synced: 25 Jun 2025

https://github.com/olow304/goboard

Python Data Analysis Dashboard using Public Dataset, Django

dashboard dashboard-templates data-analysis data-science django jupyter-notebook machine-learning python sklearn

Last synced: 11 Apr 2026

https://github.com/shervinnd/titanic-survival-predictor

๐Ÿšข Dive into the Titanic dataset with this ML project! Using TensorFlow, predict passenger survival via neural networks. Features data preprocessing, model training, and visualization with pandas, scikit-learn, and matplotlib. Perfect for beginners in deep learning. ๐Ÿ“Š๐Ÿ’ป

classification data-preprocessing data-science data-visualization deep-learning jupyter-notebook machine-learning neural-network pandas predictive-modeling python scikit-learn tensorflow titanic-dataset

Last synced: 16 Sep 2025

https://github.com/abdulrahemfaqih/klasifikasi-kanker-payudara

website analisis perbandingan 4 model untuk kalasifkasi kanker payudara

data-science knn logistic-regression machine-learning neural-network python streamlit svm

Last synced: 06 Feb 2026

https://github.com/itrummer/naturalminer

Mine data for patterns described in natural language

data-mining data-science foundation-model language-model nlp

Last synced: 07 Mar 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/0xnaman1/segmenting-and-clustering-neighbourhoods-in-toronto

The repository is a part of the IBM Data Science Capstone project. The project includes the segmentation and clustering of Neighbourhoods in Toronto using K Means Machine Learning Clustering algorithm. To view the notebook, visit this website.

data-science folium kmeans-clustering machine-learning

Last synced: 27 Jun 2025

https://github.com/leomaurodesenv/kedro-sklearn-nlp

This is a learning repository about Kedro, NLP and Pipelines

data-science kaggle kedro machine-learning nlp python sklearn

Last synced: 01 Jul 2025

https://github.com/filiplangiewicz/wb_projekt

๐Ÿง  Applying the Tile2vec model to the Eurosat dataset in the multispectral variant

data-science deep-learning satellite-images tile2vec

Last synced: 15 Mar 2025

https://github.com/virajbhutada/cliquebait-digital-marketing-analysis-using-sql

This GitHub repository contains the CliqueBait Digital Marketing Analysis project, utilizing SQL for comprehensive analysis of marketing campaigns, user engagement, product performance, and website interactions within the Clique Bait food app. The project offers actionable insights for optimizing marketing strategies in competitive landscape.

campaign-website data-analysis data-extraction data-science digital-marketing food-store microsoft-excel mysql product-performance sql sql-database sql-project user-engagement website-analytics

Last synced: 27 Feb 2025

https://github.com/geo-y20/diabetes-prediction-capstone

This project aims to predict diabetes based on diagnostic measurements and monitor heart rate using a Pulse Sensor and Arduino. It includes a machine learning model for diabetes prediction and a hardware setup for heart rate monitoring.

ai arduino arduino-ide css data-science diabetes-prediction flask heart html javascript machine-learning machine-learning-algorithms pyserial

Last synced: 08 Apr 2026

https://github.com/moindalvs/svm_hyperparameter_tuning_kernel_tricks

Effect of Gamma values and C values visualization on dataset and errors/misclassification

data-science gamma hyperparameter-tuning kernel regularization sklearn svm-classifier svm-kernel visualization

Last synced: 25 Apr 2026

https://github.com/urbanadventurer/lyricmind

LyricMind is a comprehensive system designed for fetching, caching, and analyzing song lyrics. It integrates multiple lyrics providers, utilizes language models for in-depth lyrical analysis, and offers both a Command Line Interface (CLI) and a RESTful API for interaction.

ai-for-good cbt chatgpt cli content-moderation data-science langchain llm lyricmind lyrics-analysis machine-learning mental-health music music-therapy natural-language-processing nlp openai python rest-api spotify-api

Last synced: 10 Sep 2025

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/marked01one/rio-airbnb-predictive-model

Airbnb predictive model code repository for Cal Poly Pomona's RIO research program

data-science machine-learning

Last synced: 07 Jan 2026

https://github.com/janskwr/Processing-of-structured-data

Processing of structured data - the third homework assignment/project!

big-data data-processing data-science data-table r stackexchange stringi xml

Last synced: 12 Mar 2025

https://github.com/gm7avila/data-science-and-machine-learning-py

๐Ÿ This is a study repository focused on Machine Learning and Data Science with Python

artificial-intelligence data-science machine-learning python

Last synced: 14 Apr 2025

https://github.com/astrocatalogs/astroschema

Package defining schema relevant to astronomy and astrophysics data, providing useful interfaces for interaction with those schema.

astronomy astrophysics avro avro-schema data-science data-structures json json-schema

Last synced: 21 Feb 2026

https://github.com/letsdeepchat/detection-of-spammed-mail-

Detected Spammed emails from an โ€˜SMS spam collection datasetโ€™ with 98% accuracy. Used NLTK and Sklearn to preprocess the text data and classification.

data-science deepak deepak-chaudhari deepak14ri email-spam-filter spam-detection

Last synced: 06 Apr 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/amirhosseinhonardoust/fake-review-detector

An AI-powered Fake Review Detector built with Python, Streamlit, and Scikit-learn. Uses TF-IDF vectorization, Logistic Regression, and behavioral text analytics (sentiment, exclamations, clichรฉs) to identify synthetic or spammy product reviews. Includes training scripts and a full interactive dashboard.

ai-project dashboard data-science data-visualization fake-review-detection logistic-regression machine-learning natural-language-processing nlp python sentiment-analysis sklearn streamlit text-classification tfidf

Last synced: 06 Nov 2025

https://github.com/lter/heron

HERON: HElpers for River ObservatioN

data-science lter-science r r-package

Last synced: 04 Jan 2026

https://github.com/erictleung/ml-portfolio

:book: Experiment with various machine learning algorithms on various data sets from the University of California, Irvine (UCI) Machine Learning Repository (http://archive.ics.uci.edu/ml/index.html)

data-mining data-science machine-learning machine-learning-algorithms uci uci-ml

Last synced: 16 Jan 2026

https://github.com/izam-mohammed/loan-prediction-system

An End-to-End production ready application for predict whether the loan will approve or not. assesses the likelihood of approving a loan. ๐Ÿ“Š๐Ÿ’ฐ It involves collecting and processing data on applicants, training a model to predict loan approval, and creating a system for real-time predictions. ๐Ÿค–

classification data-science loan-prediction machine-learning ml

Last synced: 15 Oct 2025

https://github.com/drsoliddevil/mlr-gd

Multiple linear regression by gradient descent.

data-science gradient-descent linear-regression machine-learning ml numpy python regression

Last synced: 11 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/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/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/kientech/data-science-self-study

Self-study in data science involves taking the initiative to learn and master the skills and concepts related to data analysis and modeling through various resources, courses or bootcamps, and personal projects. This approach requires strong self-motivation and discipline, but provides a flexible..

code data-science jupyter-notebook mathematics python

Last synced: 24 Jul 2025

https://github.com/guslovesmath/top_tech_sp_500_forecasting

Forecasting the stock market is difficult. I sought to observe the relationship between Apple's stock price and others in the S&P500. In doing this, I was able to conclude that stocks in the tech industry can help predict a trend in Apple's Percent change.

arima-forecasting arima-model data data-science forecasting vector-autoregression

Last synced: 14 Mar 2025

https://github.com/tutkufurkan/machine-learning---clustering-models

Comprehensive Machine Learning clustering tutorial with K-Means and Hierarchical Clustering implementations. Features synthetic data generation, Elbow Method optimization, dendrogram visualization, and detailed algorithm comparisons. Built with Python, scikit-learn, and Plotly.

clustering clustering-analysis data-science data-visualization dendrogram hierarchical-clustering k-means kaggle machine-learning matplotlib python scikit-learn scipy synthetic-data unsupervised-learning ward-linkage

Last synced: 14 Nov 2025

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

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 624 The Data Science Toolbox 598 Table of Contents 590 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 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