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/pablofrommars/fsharp-notebook

Data Science Notebook for F# interactive

data-science data-visualization fsharp vscode-extension

Last synced: 07 May 2026

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

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

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

Last synced: 22 Jul 2025

https://github.com/casualcomputer/sql.mechanic

Functions that generate SQL queries that summarize high-dimensional tables stored in various databases (e.g. Microsoft SQL Servers, Netezza, DB2, Postgres, Oracle, MySQL, etc.).

data-analysis data-quality-checks data-science database mysql netezza oracle postgres quality-control r sql sql-server

Last synced: 30 Jul 2025

https://github.com/tushar2704/wine_quality

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

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

Last synced: 07 Apr 2026

https://github.com/ostad-ai/machine-learning

This repository contains topics and codes related to Machine Learning and Data Science, especially in Python

boxplot data-science data-visualization elastic-net gradient-descent gram-schmidt inner-product lasso-regression linear-regression machine-learning naive-bayes python ridge-regression

Last synced: 14 Jul 2025

https://github.com/sharmas1ddharth/iris-classification

A Machine Learning Model that can classify the species of the Iris flower whether its Iris-Setosa, Iris-Virsicolour, Iris-Virginica

data-science data-science-projects iris-classification iris-dataset machine-learning machine-learning-projects project python

Last synced: 09 Jun 2026

https://github.com/sgelias/phytophthora-on-cocoa

Characterization of Phytophthora spp. growth fitness.

data-science r-programming-projects statistical-analysis

Last synced: 19 Jan 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/sarvamm/datars-ai

Automated data analysis powered by local LLMs

chatbot data-science data-visualization llms streamlit

Last synced: 26 Jun 2025

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/ugurcanerdogan/cross-validation-with-imbalanced-dataset

BBM467*SDSP - Small Data Science Project - Things to consider in cross validation and resampling when dealing with Imbalanced Data : What is the right way?

bbm467 cross-validation data data-science kfold-cross-validation logistic-regression machine-learning oversampling sdsp smote

Last synced: 21 Jun 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/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/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/keosariel/nairagazer-clustered-news

Providing clustered News data specifically Nigeria news. In hindsight this repo contain nigeria news and it's coverage. Data is from Nairagazer

ai data data-science news nigeria nigerian-data python

Last synced: 30 Aug 2025

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/dkatz23238/business-intelligence-project

BI Project using Python and a suite of other analytics technologies.

business-intelligence data-science python

Last synced: 19 Apr 2026

https://github.com/faizanzaheergit/ddos-detection-ml

Various supervised machine learning techniques on the highly optimized NSL-KDD dataset to create an efficient and accurate predictor of possible intrusions on a network.

artificial-intelligence csv-files data-science data-science-projects dataset ddos-detection machine-learning matplotlib matplotlib-pyplot ml-algorithms python python-machine-learning sklearn

Last synced: 20 May 2026

https://github.com/mainakverse/ml-algorithms-starter

List of machine learning algorithms that are needed to start with ML projects and lay a foundation into data science

data-analysis data-science jupyter-notebooks machine-learning-algorithms practice

Last synced: 19 Apr 2025

https://github.com/quantumudit/uk-student-accommodation-analysis

This project focuses on scraping student properties related data from the UK Student Accommodation 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: 27 Apr 2026

https://github.com/okenakt/protium

Interactive Python environment for VS Code with flexible execution in your workflow

data-science jupyter machine-learning python repl vscode

Last synced: 29 May 2026

https://github.com/bharathvariar/etc-activelearning

A JupyterLab extension that enables data-science instructors to improve teaching by including tasks for students to complete during video lecutres on MOOCs

data-science jupyterlab learning-by-doing

Last synced: 20 May 2026

https://github.com/vidhi1290/python-course

Welcome to the Python Mastery Course Repository! Discover Python's depth and power through our meticulously crafted modules. From foundational concepts to advanced techniques, master loops, functions, data analysis with Pandas, and more. Join us in this exciting journey to Python proficiency! ๐Ÿ๐Ÿš€

artificial-intelligence data-science dataanalysis debugging functions machine-learning merging-algorithms mongodb multithreading mysql-database numpy numpy-arrays object-oriented-programming pandas python pythonbasics regex

Last synced: 11 Apr 2026

https://github.com/scieloorg/ratchet

Access Stats tool under Tornado Framework

data-science

Last synced: 05 Jan 2026

https://github.com/aravind-selvam/covid_dashboard

With Covid death and vaccine data. I have created a dashboard.

covid-19 data-analysis data-science data-visualization tableau tableau-public visualization

Last synced: 08 Mar 2026

https://github.com/luminati-io/Amazon-dataset-samples

A sample dataset of over 1,000 Amazon product listings, extracted using the Bright Data API, perfect for competitive analysis, market trends, and eCommerce insights.

amazon api data-analysis data-science dataset ecommerce products web-scraping

Last synced: 09 Apr 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/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/sister-software/spliterator

High-performance delimited data pipeline tools.

data-science iterators streams typescript

Last synced: 11 Mar 2026

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

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

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

Last synced: 03 Feb 2026

https://github.com/kaminion/nteract-minimal-jupyter-extension-app

This is Jupyter Notebook extesion app, It's have minimal config, not include nteract-monorepo

data-science ipython jupyter jupyter-notebook notebook nteract react react-component

Last synced: 27 Jan 2026

https://github.com/briatte/asr

Applied Stats with R and RStudio (first-year social-science tutorials)

course data-analysis data-science data-visualization r statistics

Last synced: 14 Apr 2026

https://github.com/jhudsl/reproducibility_in_cancer_informatics

This course introduces the concepts of reproducibility and replicability in the context of cancer informatics. It is the first course in a two part course on reproducibility. It uses hands-on exercises to demonstrate in practical terms how to increase the reproducibility of data analyses.

audience-researchers category-best-practices code-review data-science github informatics itn-course notebooks open-source organization package-versions python r reproducibility

Last synced: 27 Feb 2025

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/verbasik/yandex.practicum.datascience

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

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

Last synced: 29 Jan 2026

https://github.com/camille-maslin/securecard-ai

๐Ÿ›ก๏ธ SecureCard-AI: A high-performance credit card fraud detection system implemented in a Jupyter Notebook, achieving 99.97% accuracy.

classification credit-card-fraud-detection data-analysis data-science fraud-detection jupyter-notebook machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 12 Feb 2026

https://github.com/juan-kabbali/clustering-dimention-reduction

This repository has an analysis of a dataset with 33 variables and 395 observations. The goal is to reduce dimensions and create clusters to provide interesting conclusions.

clustering-analysis data-science

Last synced: 11 Oct 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/dimgold/Higgs_data_mining

Higgs data mining project (2015)

data-mining data-science higgs kaggle neurolab sklearn

Last synced: 22 Jul 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/jra333/btc-price-prediction

BTC price data pulled from Binance API to explore and analyze its predictability as an asset using traditional indicators as model features.

binance bitcoin btc data-science eda finance lstm machine-learning modeling predictability price rnn-tensorflow series-forecasting time

Last synced: 10 Apr 2025

https://github.com/mollybeach/humanx

application to collect human data

data-science jupyter-notebook jupyterlab

Last synced: 18 Jun 2025

https://github.com/krzjoa/scikit-gbm

scikit-learn compatible tools to work with GBM models

data-science feature-engineering gbm gradient-boosting machine-learning scikit-learn

Last synced: 10 Jul 2025

https://github.com/darribas/gdsbook_overview

Introductory slides for the GDS Book project

data-science geographic-data-science slides talks

Last synced: 26 Aug 2025

https://github.com/deaneeth/churn-prediction-production-pipeline

Production-grade machine learning pipeline for customer churn prediction with modular components for data preprocessing, model training, and streaming inference. This third repo in a series builds on previous work to create a deployment-ready prediction system with comprehensive configuration, evaluation metrics, and scalable architecture.

churn-prediction data-science machine-learning mlops model-evaluation pipeline production-pipeline python

Last synced: 10 Oct 2025

https://github.com/randomgamingdev/grabcraft-to-schema

A Python library and its cli for converting grabcraft to schema (more specifically litematica schematic) files

ai data-cleaning data-cleaning-and-preprocessing data-science grabcraft library litematica mc minecraft minecraft-build minecraft-building python schematic schematics

Last synced: 18 Feb 2026

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/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/mtes-mct/data-preparation-plugin

Airflow plugin with database hooks and operators for common data preparation tasks

airflow data-science etl plugins

Last synced: 10 Oct 2025

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/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/junayed-hasan/life-satisfaction-machine-learning

This repo contains code for predicting life satisfaction using machine learning and explainable AI, as published in Heliyon. It includes a Jupyter Notebook with data processing, model building, and result visualization using Python libraries. The analysis uses the SHILD dataset to explore factors influencing life satisfaction.

data-science data-visualization explainable-ai feature-extraction feature-selection large-language-models machine-learning tabular-data

Last synced: 05 Feb 2026

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/nolanbconaway/hip.hop.data

Jupyter analyses of What.CD hip hop torrent tags

data-science gazelle jupyter music torrents

Last synced: 12 Sep 2025

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

The exa framework for data management, processing, and visualization

data-science

Last synced: 18 Aug 2025

https://github.com/programandoconro/covid19-rockerfiles

Dockerfiles to obtain and analyze ๐Ÿ’ŠCOVID19 data ๐Ÿ“ˆ๐Ÿ“‰ from different sources using Rstudio-server and Shiny Apps ๐Ÿ“Š

bash canarias covid-19 covid-19-spain covid19-data data-science data-visualization docker dockerfiles islands kaggle podman python3 r rocker rstudio rstudio-server shiny spain virtual-containers

Last synced: 09 Apr 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/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/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/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/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/ashwinpn/visualization

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

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

Last synced: 13 Apr 2026

https://github.com/nononoexe/setariaviridis

๐ŸŒพ Field-collected data of green foxtail

data data-science dataset rpackage

Last synced: 27 Feb 2026

https://github.com/mrjxtr/tokyo_airbnb_analysis_project

Full project case study and analysis to show potential opportunities to start an AirBnb business in Tokyo, Japan.

data-analysis data-cleaning data-science data-visualization pandas python3

Last synced: 24 Feb 2026

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/github30/youtube-trends

YouTube trending history data is https://drive.google.com/drive/folders/1jOjoLB0T1c32QCzjvaRAI-wT-EtlU_gB

data-science gh-pages nuxt vue youtube

Last synced: 13 Apr 2026

https://github.com/lcvriend/humannotator

Library for creating annotator tools for Python/Jupyter

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

Last synced: 20 Feb 2026

https://github.com/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/wazzabeee/movie-barcodes

Compress every frame of a movie in a single color barcode. Transform entire movies into stunning single-barcode visualizations. Capture the essence of cinematic storytelling through dominant color extraction from each frame.

barcode color-barcode color-extraction computer-vision data-science data-visualization image-processing machine-learning movies multiprocessing multithreading opencv parallel-computing python video-processing visualization

Last synced: 18 Feb 2026

https://github.com/chrisgrieser/apuz-gender-analyzer

Analysis of the genders of the authors at the German journal "Aus Politik und Zeitgeschichte" (APuZ)

data-science gender-classification

Last synced: 09 Oct 2025

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/bhattbhavesh91/tpot-tutorial

TPOT is a Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. In this video, I'll show you how you can use TPOT for Classification.

automation automl data-science hyperparameter-optimization machine-learning pipeline-optimization python tpot tree video

Last synced: 14 Apr 2026

https://github.com/gandhasiri-rahul-mohan/random-forests-q1-fraud_check

Use Random Forest to prepare a model on fraud data treating those who have taxable_income <= 30000 as "Risky" and others are "Good"

data-science machine-learning numpy pandas python random-forest

Last synced: 08 May 2026

https://github.com/strawndri/imersao-dados-2021

Projetos desenvolvidos durante a Imersรฃo Dados, da Alura, em 2021

alura data-science imersao-dados

Last synced: 13 Aug 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