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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/camsai/standards

CAMSAI Standards provides schemas, validation tools, and data models for materials science and AI research. It ensures data consistency, interoperability, and quality across workflows. Built with Pydantic, it streamlines data integration and supports reproducible, collaborative research in the CAMSAI ecosystem.

artificial-intelligence chemistry data-science json-schema machine-learning materials materials-design materials-informatics materials-science schemas

Last synced: 05 Feb 2026

https://github.com/camara94/choisir-son-modele-de-machine-learning

Le Machine Learning, aussi appelé apprentissage automatique en français, est une forme d’intelligence artificielle permettant aux ordinateurs d’apprendre sans avoir été programmés explicitement à cet effet.

data-science deep-learning knn machine-learning model neural-network sgd-classifier sgd-optimizer

Last synced: 24 Feb 2026

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/stonegor/ae-imputer

A python package used for missing data imputation via autoencoders.

data-science deep-learning imputation machine-learning python pytorch

Last synced: 14 Jan 2026

https://github.com/nafisalawalidris/recipe-site-traffic-prediction

Recipe Site Traffic Prediction: Utilising machine learning to forecast high traffic recipes on a recipe website. Improve user engagement and traffic with data-driven decisions.

data-driven-decisions data-science forecast high-traffic machine-learning python recipe-site traffic-prediction user-engagement

Last synced: 16 Mar 2025

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/jonperk318/machine-learning-analysis-of-hyperspectral-data

Using Non-negative Matrix Factorization (NMF) and Variational Autoencoder (VAE) machine learning architectures to analyze spatial and spectral features of hyperspectral cathodoluminescence (CL) spectroscopy images taken from hybrid inorganic-organic perovskite material

data-analysis data-science deep-neural-networks explained-variance hybrid-perovskite hyperspectral-image-classification machine-learning matplotlib nmf non-negative-matrix-factorization python pytorch scikit-learn semi-supervised-learning signal-processing solar-energy spectroscopy unsupervised-learning vae variational-autoencoder

Last synced: 28 Jan 2026

https://github.com/martibosch/cookiecutter-data-snake

Reproducible data science template using Python, snakemake, mamba and more :snake:

cookiecutter data-science open-science python reproducible-science

Last synced: 10 Apr 2025

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/maastrichtu-ids/data-driven-justice

Data Driven Justice Challenge

data-science jupyter law

Last synced: 08 Apr 2025

https://github.com/BAMresearch/jupyter_tutorial_sas

A programming tutorial for looking at SAS Data with Python. Part of the 'Better with Scattering' Workshop.

data-science programming-exercises small-angle-neutron-scattering small-angle-scattering small-angle-xray-scattering tutorial

Last synced: 16 Jan 2026

https://github.com/nk027/BVARverse

Functions to prepare and visualise tidy objects from BVAR.

bayesian data-science r r-package vector-autoregressions

Last synced: 21 Nov 2025

https://github.com/fratorgano/dimensionality-reduction

Project to learn a bit more about dimensionality reduction techniques

data-science data-visualization dimensionality-reduction isomap lle umap university-project

Last synced: 25 Feb 2026

https://github.com/psaegert/pmtrendviz

Unsupervised Discovery Of Trends In Biomedical Research Based On The PubMed Baseline Repository

biomedical-text-mining clustering data-science document-representation pubmed pubmed-abstracts text-analysis trends

Last synced: 31 Jan 2026

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/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/getiot/r-courses

R 语言基础教程配套代码

data-science r tutorial-code

Last synced: 11 Jun 2025

https://github.com/bradleyboehmke/r-training-intro

Intro to R training material delivered in a 2 day format

data-science education r teaching training-materials

Last synced: 24 Mar 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/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/mlr-org/mlr3data

Data sets used in the book, gallery, or in examples of mlr3.

data data-science data-sets machine-learning mlr3 r r-package

Last synced: 09 Apr 2025

https://github.com/radom12/ai_resume_analyzer

The AI Resume Analyzer is a Streamlit-based application that provides detailed resume analysis, skill recommendations, job search tools, and career insights. Utilizing NLP and machine learning, it helps users identify strengths and improvement areas, suggest relevant courses, and find job opportunities tailored to their profiles.

ai aiml data-science final-year-project machine-learning nlp python resume-analysis selenium streamlit ui web-scraping

Last synced: 30 Jan 2026

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/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/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/kazukiigeta/assigner

This app shows a concept of automatic optimized assignments for multi-tasks to balance work time of each person.

data-science optimization python streamlit

Last synced: 20 Jan 2026

https://github.com/mrtkp9993/tradesly-supres

Calculate support and resistance levels for a given ticker.

data-science finance investment python technical-analysis technical-indicators trade trading

Last synced: 18 Feb 2026

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/emso-exe/investidores_do_tesouro_direto

Projeto de análise 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/jorgeandrespadilla/data-science-course

Data Science Course by Jennifer Widom (UDLA, 2022)

data-mining data-science machine-learning network-analysis

Last synced: 19 Oct 2025

https://github.com/kevinshen56714/nucleitracker

Automatic nuclei detection application through convolutional neural network

data-science deep-learning python

Last synced: 18 Oct 2025

https://github.com/trafficgcn/mfd_traffic_congestion_for_data_scientists

Plotting a Macroscopic Fundamental Diagram for Data Scientists in Python for Traffic Flow in Congested Conditions

data-science macroscopic-fundamental-diagram matplotlib python traffic traffic-analysis traffic-congestion

Last synced: 18 Oct 2025

https://github.com/tusharnankani/analysis-2.0

An Exhaustive WhatsApp Chat Data Analysis 2.0

analysis data data-science plots trends visualization

Last synced: 31 Mar 2025

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/yash-srivastava19/fbref2pandas

A scraper that directly gives football(not soccer) data from FBRef website directly to Pandas dataframe. Major teams and leagues supported.

data-science data-visualization exploratory-data-analysis fbref fbref-website football-data football-scores

Last synced: 14 Mar 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/bluecolor/dash-skeleton

An extended version of dash community edition

data-science ldap plotly plotly-dash postgre python

Last synced: 16 Oct 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/mollybeach/cherryether

CherryEther: Typescript Staking Deposits Ethereum Transactions

blockchain data data-science ethereum typescripts

Last synced: 21 May 2026

https://github.com/yusufcinarci/covid-19-data-analysis-visualization

The first project of our data visualization studies is the COVID-19 data analysis project. In this project, we analyzed the data of the COVID-19 pandemic, which started in the first month of 2020 and still continues to affect the world, on the basis of countries. You can find the brief details of the project we realized in 3 stages in the readme file. We have tried to explain the details of the project step by step below. We wish you healthy days.

covid-19-data-visualization data-analysis data-science data-visualization

Last synced: 22 Jul 2025

https://github.com/yeisonmontoya1815/machine-learning_prediction_can_inflation

we aim to predict trends in the Canadian market basket using sentiment analysis techniques. Sentiment analysis involves analyzing text data to determine the sentiment expressed, whether positive, negative, or neutral.

algorithms-and-data-structures data data-analysis data-science data-visualization feature-engineering machine-learning matplotlib-pyplot numerical-analysis numpy pandas pipelines python sklearn structured-data super unsupervised-learning

Last synced: 05 Feb 2026

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: 15 Oct 2025

https://github.com/kappil-garg/verba-metrics-gui

Advanced desktop app for sentiment analysis, readability assessment, and ML model training using Spring Boot, Java Swing, and Weka

classification data-science desktop-application flesch-kincaid flesch-reading-ease gradle h2-database java java-21-lts machine-learning-projects nlp random-tree readability spring-boot swing-gui weka

Last synced: 27 Jan 2026

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/tderflinger/chi-country-facts

Query and analyze World Factbook country facts via a GraphQL API. Uses MongoDB for data storage.

countries data-science economy geography graphql javascript mongodb node opendata world

Last synced: 14 Apr 2026

https://github.com/kamicollo/intro-to-dwt

A practical guide to Discrete Wavelet Transform and its applications in data science

data-science discrete-wavelet-transform full-band-capture streamlit

Last synced: 04 Jan 2026

https://github.com/stefano-meschiari/astronomy-to-datascience

A repository of materials useful for people looking into transitioning to Data Science

astronomy data-science

Last synced: 07 Jan 2026

https://github.com/johnsesana/statistics-for-ds

General guide on topics to study for Data Science and Machine Learning

data-science machine-learning python statistics

Last synced: 22 Jan 2026

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/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/walidbosso/r_data_mining

Extract knowledge from a data using different techniques, including Association Rules Hierarchical Agglomerative Clustering (HAC) K-means Clustering Decision Trees

association-rule-mining association-rules clustering data-analysis data-mining data-science data-visualization decision-tree-classifier decision-trees exportation extract-data hac hierarchical-clustering k-means k-means-clustering k-means-r r-programming r-studio

Last synced: 23 Mar 2025

https://github.com/kingabzpro/consumer-engagement-popularity

We will be using Internet News and Consumer Engagement dataset from Kaggle to predict top article and popularity score.

classification customer data-science data-visualization regression

Last synced: 14 Oct 2025

https://github.com/souvikmajumder26/ieee-ecg-ensemble-xgboost

👨‍💻 Developed AI Models - Ensemble of Random Forest & SVM and XGBoost classifiers to classify five types of Arrhythmic Heartbeats from ECG signals - published by IEEE.

data-science ensemble-classifier ensemble-learning ensemble-machine-learning ensemble-model machine-learning matplotlib numpy pandas python python3 random-forest scikit-learn scikit-learn-python scikitlearn-machine-learning support-vector-machine svm svm-classifier svm-model xgboost

Last synced: 11 Apr 2026

https://github.com/gandhasiri-rahul-mohan/multi-linear-regression-q2-50_startups

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model.

data-science machine-learning multilinear-regression python

Last synced: 13 Oct 2025

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

Портфолио проектов Data Science, выполненных в рамках профессиональной переподготовки в Яндекс.Практикум. Включает исследования в области финансов, недвижимости, кинопроката и других, с использованием статистики, машинного обучения и анализа данных.

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

Last synced: 29 Jan 2026

https://github.com/dreden33773/ldbc-snb-veq

Running benchmarks (including BI 3/4/10/11/13/14) to compare the performance with or without indexed edges of LDBC-SNB dataset via VEQ algorithm.

benchmark data-science graph graph-database jupyter-notebook ldbc python subgraph-isomorphism subgraph-matching veq

Last synced: 16 May 2026

https://github.com/pktippa/learning

All Learning Documentation

computer-science data-science

Last synced: 13 Oct 2025

https://github.com/winter000boy/dsa-practice

This repository holds my solutions for LeetCode’s Pandas playlists. Each section includes code and notes on using Pandas to handle real-world data tasks efficiently. Perfect for anyone looking to deepen their understanding of data manipulation with Pandas.

data-analysis data-science leetcode leetcode-python pandas-python python3

Last synced: 06 Feb 2026

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

⛏ 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/heyfoz/python-asl-detection

A Python ASL detection script utilizing a TensorFlow image classification model trained from scratch. It is tailored to recognize American Sign Language (ASL) alphabet letters from live video streams, and provides documentation covering the neural network architecture, installation, dataset details, training procedures, and real-time detection.

asl asl-alphabet asl-alphabet-translator computer-vision convolutional-neural-networks data-science deep-learning hand-tracking image-classification image-recognition keras machine-learning mediapipe neural-network python tensorflow

Last synced: 02 Feb 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/thosvarley/syntropy

A python package for information-theoretic analysis of discrete and continuous data.

data-science information-theory scientific-computing toolset

Last synced: 19 Jan 2026

https://github.com/arindal1/thecodejungle

Curated collection of resources for developers, programmers and tech enthusiasts.

computer-science data-science data-structures interview-questions resources software-development

Last synced: 21 Jan 2026

https://github.com/codebypinar/reta

🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!

arima clean-energy data-analysis data-science data-visualization energy-future forecasting-models innovation renewable-energy sustainability time-series

Last synced: 12 Oct 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/maastrichtu-ids/fair-workshop

🧭 10th February 2021🧭 A repo for the first FAIR essential workshop at Maastricht University

data-science fair open-science

Last synced: 21 Jan 2026

https://github.com/ax-va/numpy-pandas-matplotlib-scikit-learn-vanderplas-2023

These examples provide an introduction to Data Science and classic Machine Learning using NumPy, pandas, Matplotlib, and scikit-learn. They are taken, with some changes, from the book "Python Data Science Handbook: Essential Tools for Working with Data", Second Edition, written by Jake VanderPlas and published by O'Reilly Media in 2023.

ax-va classic-machine-learning data-science machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 16 Mar 2026

https://github.com/slipguru/notebooks

A collection of useful jupyter notebooks

data-science jupyter-notebook machine-learning python

Last synced: 12 Apr 2026

https://github.com/dk96-os/mathtools

Mathematical Software Components. This library is actively maintained, and aims to stay updated. New feature proposals are welcome, but may not be included.

data-science data-structures prime-numbers statistics

Last synced: 12 Oct 2025

https://github.com/mindful-ai-assistants/credit-card-prediction

💳 This repository focuses on building a predictive model to assess the likelihood of credit card defaults. The project includes data analysis, feature engineering, and machine learning to provide accurate default predictions.

artificial-intelligence data-analysis data-science jupyter logistic-regression machine-learning oneness-consciousness predictive-modeling python3 scikit-learn

Last synced: 12 Apr 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/omkarpattnaik8080/employeeretentionprediction

"This machine learning project predicts employee retention, employing Python and scikit-learn. Utilize AWS for model deployment, ensuring scalability and reliability. Explore predictive analytics to identify factors influencing employee turnover, facilitating proactive retention strategies for organizational stability and growth."

aws data-science machine-learning matplotlib numpy pandas seaborn

Last synced: 16 Apr 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

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
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