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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/DeutscheAktuarvereinigung/Data_Science_Challenge_2020_Betrugserkennung

In this notebook we take a look at a relevant project that is frequently encountered by insurers: Fraud Detection. For this purpose we use a car data set from a public source and will show the necessary steps to establish an automated fraud detection.

actuarial-modeling betrugserkennung challenge data-science datasciencechallenge fraud-detection frauddetection

Last synced: 20 Jul 2025

https://github.com/yash22222/flask-based-sentiment-analysis-for-product-reviews

"Flask Sentiment Analyzer" is a web app that predicts the sentiment of product reviews using machine learning. Users input text, and the app determines whether it's positive or negative. It aids in decision-making by providing quick insights into customer sentiments.

css data-science f1-score flask flask-application flipcart html js linear-regression machine-learning pkl prediction sentiment-analyser sentiment-analysis

Last synced: 21 Jan 2026

https://github.com/rajspeaks/indian-rainfall-prediction-with-machine-learning-approach

Rainfall Analysis & Prediction in India using Machine Learning approach. This project was pre-trained model from where it has been reconstructed. It has been done under the mentor-ship of LinuxWorld Informatics Private Limited.

analysis data-science machine-learning machine-learning-algorithms machinelearning ml prediction-model rajdeep-das rajspeaks

Last synced: 04 Apr 2025

https://github.com/ccsi-toolset/measurement-optimization

Code for Measure This, Not That: Optimizing the Cost and Model-Based Informa- tion Content of Measurements

applied-statistics convex-optimization data-science design-of-experiments pyomo

Last synced: 16 Feb 2026

https://github.com/nabilalibou/uber_fare_prediction_explained

This repository documents a complete ML workflow to model Uber fares in Paris, from granular EDA and feature engineering to building and fine-tuning a stacking regressor on 10k real-world rides.

data-analysis data-science eda feature-engineering machine-learning predictive-analytics pricing-model python regression-model stacking-ensemble uber

Last synced: 30 Jun 2026

https://github.com/hypertrial/honestroles

Clean, filter, label, and rate job description data

data-science jobs jobsearch python

Last synced: 07 Apr 2026

https://github.com/blockchain-data-analytics/bca-queries-cardano

querying the Cardano blockchain data in PostgreSQL

blockchain cardano data-science db-sync mainnet postgresql

Last synced: 09 Jul 2025

https://github.com/zachpinto/tools

Personal collection of tools, libraries, and other resources for computational sciences

ai artificial-intelligence data-science landscape machine-learning toolkit tools

Last synced: 17 Feb 2026

https://github.com/gallillio/data_science-data_visualizer_tool

## About Supervised ML Helper is a Python application that streamlines exploratory data analysis (EDA) and preprocessing for supervised machine learning. Featuring a user-friendly Tkinter interface, it enables users to load CSV files, visualize data, and perform essential transformations, making data preparation accessible for all skill levels.

data-analysis data-science data-visualization matplotlib numpy pandas seaborn sklearn

Last synced: 17 Feb 2026

https://github.com/darkeyes/mrreg

The framework for finding multiresolution partitions that have homogeneous linear models from multiresolution dataset.

data-science minimum-description-length multiresolution r regression-analysis

Last synced: 04 Apr 2025

https://github.com/cherylisabella/statistics--caret

Training Regression and Classification Models using caret

data data-analysis data-mining data-science datascience dataset r statistics

Last synced: 24 Jun 2025

https://github.com/magnusax/automl

The project aims to develop a customized ML framework on top of existing libraries

data-science machine-learning machine-learning-algorithms machine-learning-library python scikit-learn

Last synced: 20 Jan 2026

https://github.com/viadee/nexus-x-ray

Data analysis tooling - What is my nexus server actually doing?

data-science nexus r

Last synced: 10 Sep 2025

https://github.com/rgalyeon/machine_learning_and_data_analysis

Machine Learning and Data Analysis specialization by Yandex and MIPT

coursera data-analysis data-science machine-learning mipt python yandex

Last synced: 02 Jul 2026

https://github.com/graphinglib/graphinglib

An object oriented wrapper combining the functionalities of Matplotlib and SciPy

curve-fitting data-science data-visualization figures graph matplotlib plotting scipy

Last synced: 06 Mar 2026

https://github.com/pharo-ai/a-priori

Implementation of A-Priori algorithm in Pharo

apriori-algorithm data-mining data-science frequent-itemsets pharo

Last synced: 01 Jul 2026

https://github.com/kriss024/anaconda-python-and-pytorch

Anaconda Python 3.8.8 with PyTorch Docker image

catboost data-science docker jupyter-notebook python pytorch xgboost

Last synced: 17 Apr 2026

https://github.com/phenomsg/restaurant-review-analysis

This project utilizes the power of BERT (Bidirectional Encoder Representations from Transformers) for sentiment analysis

bert-model data-science huggingface natural-language-processing python transformers

Last synced: 16 May 2026

https://github.com/ruddra/project-capstone-nyc-fights-pandemic

Capstone Project: Find Best Neighborhood to Fight Pandemic in NYC

coursera covid-19 data-science ibm nyc

Last synced: 02 Mar 2025

https://github.com/jakebrehm/demesstify

๐Ÿ“ฑDemystifies your messages and allows for easy analysis and visualization of conversations.

data-analysis data-science imessage messages messaging nlp pandas python sentiment-analysis visualization wordcloud

Last synced: 13 Apr 2025

https://github.com/memair/apps

App Store for Memair

apps appstore data data-science quantified-self

Last synced: 06 Apr 2026

https://github.com/aruizeac/alexandria-trending

Social-behavior fluctuation peak detector within a relativistic exponential environment using data science.

alexandria big-data data-science trending-topics

Last synced: 02 Feb 2026

https://github.com/natanaelalmeida/ceptron-mov

Ceptron-mov is a study project that aims to apply the concepts of Machine Learning and Data Science to build a human-machine interface capable of identifying physical movements performed by humans.

android-sensors data-science human-machine-interface human-physical-movements machine-learning movement physical-movements

Last synced: 15 Jun 2025

https://github.com/mohd-faizy/feature-engineering-hacks

This repository contains a collection of hacks and tips for feature engineering. It is a great resource for anyone who wants to learn how to improve the performance of their machine learning models.

chi2 data-science feature-engineering feature-extraction feature-selection machine-learning rfe rfecv

Last synced: 20 Jun 2025

https://github.com/qytz/finchan

An event process framework with Python3.

data-analysis data-science dispatch-events event-driven python3

Last synced: 27 Mar 2026

https://github.com/mcaelanremigio/rubin_variable_star_workflow

Minimal, end-to-end data analysis workflow for identifying candidate variable stars. Demonstrates EDA, variability feature engineering, and ranking logic, derived from methods used in a Vera C. Rubin Observatory project.

adql astronomy astrophysics data-science python time-series

Last synced: 30 Jun 2026

https://github.com/andrei-vataselu/data-science-snippets

๐Ÿงฐ Essential EDA and Data Cleaning Helpers for Any DataFrame This collection of functions is designed to accelerate exploratory data analysis (EDA), quickly surface data quality issues, and offer high-level insights into the structure and content of your dataset.

artificial-intelligence data data-science eda feature-engineering hyperparamater-tunning library loading model-evaluation modeling preprocessing python snippets text-processing time-series visualization

Last synced: 10 Mar 2026

https://github.com/oelin/polynomial-regression

Demonstrating how to use crude MDL to regularize polynomial regression models.

coding-theory data-compression data-science machine-learning minimum-description-length statistics

Last synced: 05 May 2026

https://github.com/mcaelanremigio/sdsu_undergraduate_os

Statistics: Data Science major at SDSU sharing applied data science projects and leadership work developed alongside my undergraduate studies.

analytics data-science leadership portfolio professional-development python r sas sdsu sql statistics

Last synced: 30 Jun 2026

https://github.com/atomashevic/pymadoc

Python package to download and combine parts of MADOC dataset

bluesky data-science dataset koo pypi-package python reddit voat

Last synced: 08 Jul 2025

https://github.com/maastrichtu-ids/docker-workshop

๐Ÿณ Docker Workshop

data-science docker workshop

Last synced: 10 Apr 2025

https://github.com/lachhebo/izza

My personnal machine learning toolkit

data-analytics data-science machine-learning

Last synced: 03 Apr 2025

https://github.com/mohammadkarbalaee/introduction-to-data-science-sbu

Reports and full documentation of the introduction to data science course held at SBU

data data-science python shahid-beheshti-university

Last synced: 27 Mar 2025

https://github.com/repnot/coursera_capstone

Capstone project repository for the IBM Data Science program offered on Coursera

api-rest data-science database ibm-db2 ibm-watson python sql

Last synced: 10 Apr 2025

https://github.com/raj-pulapakura/house-prices-prediction-model

Regression model for predicting house prices of residential homes in Ames, Iowa. Dataset contains 79 explanatory variables. Project includes key topics such as dataset cleaning, feature selection/engineering, EDA and applying grid search to find the best model.

ai boosted-trees data-science eda feature-engineering feature-selection prediction-model regression

Last synced: 19 Jun 2025

https://github.com/hariprashad-ravikumar/ai-datascience-lab

AIโ€‘DataScienceโ€‘Lab is a web app for uploading CSV datasets, cleaning with Pandas, and running quick exploratory analyses and regression models using scikitโ€‘learn. Its modular design supports future AI extensions, like deep learning with TensorFlow or insight generation via the OpenAI API.

ai api azure cloudcomputing data data-analysis data-science data-visualization mathplotlib numpy openai pandas python scikit-learn

Last synced: 02 Aug 2025

https://github.com/jhonsnow456/ml-algorithms

An ongoing repository that contains machine Learning models on various topics which do precise analysis and verification over the given dataset for each model done through data visualization techniques.

data-science practise python visualization

Last synced: 12 Apr 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/kapsner/docker_images

docker images for data science

data-science docker docker-image python r

Last synced: 04 May 2025

https://github.com/jillmpla/datatropolis_learning_platform_framer

Framer prototype for a gamified learning platform (Datatropolis - Data City), featuring modules, quizzes, and interactive data challenges.

data-science edtech framer gamification gamification-learning learning-project prototype sketching storyboarding urban-planning wireframes

Last synced: 17 Mar 2026

https://github.com/chaitanyac22/customer-segmentation-using-rfm-analysis-for-online-retail

This project uses RFM (Recency, Frequency, and Monetary) segmentation to analyze customer behavior and provide insights for targeted marketing campaigns. By classifying customers based on their purchasing patterns, strategies can be tailored to improve customer retention, drive growth, and maximize the lifetime value of each customer.

customer-segmentation data-analysis data-science data-visualization exploratory-data-analysis marketing numpy pandas python python3 rfm rfm-analysis rfm-segmentation

Last synced: 11 Jun 2025

https://github.com/exasol/transformers-extension

An Exasol extension for using state-of-the-art pretrained machine learning models via the Hugging Face Transformers API.

data-science exasol exasol-integration huggingface-transformers machine-learning transformers

Last synced: 10 Apr 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/atxtechbro/flightradar24

Advanced Python application leveraging the power of APIs and the pandas library to retrieve and perform in-depth analysis of flight data from Flightradar24. It uncovers insights such as the most common departure and arrival cities, contributing to the field of aviation data science.

api-integration aviation-data data-analysis data-science data-visualization flightradar24-api pandas-library python requests-library web-scraping

Last synced: 21 Mar 2025

https://github.com/jrg94/personal-data

A collection of real-world CSV files for data analysis

csv data-science

Last synced: 17 Jan 2026

https://github.com/abhijit2505/data-science

This repository containts the projects that I have done along With my Data Science MOOCs from Coursera.

data-science kaggle-dataset logistic-regression-algorithm practice-codes regression-algorithms

Last synced: 19 Jun 2025

https://github.com/navdeep-g/edastudio

A Shiny Application for Exploring Data

data-mining data-science data-visualization ggplot2 r shiny

Last synced: 13 Apr 2025

https://github.com/zackakil/rotting-zombie-model

๐ŸงŸ Resources for fighting back against the rotting of your deployed machine learning models. Predicting zombies!

data-science google-cloud machine-learning zombies

Last synced: 12 Jul 2025

https://github.com/hmeleiro/alquilermad

Housing rent map in Comunidad de Madrid / Mapa del alquiler en la Comunidad de Madrid

data data-science data-visualization datascience housing-location-visualization rent renting

Last synced: 13 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/gianlucatruda/ann-from-scratch

An artificial neural net built in pure Python.

classifier data-science example mnist neural-network python

Last synced: 03 Apr 2025

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/smahala02/monte-carlo-simulation

A comprehensive tutorial on Monte Carlo Simulation using Python, demonstrating how random sampling and probabilistic models can be used for various real-world applications, including finance, physics, and engineering.

data-science machine-learning monte-carlo-simulation probability python random-sampling

Last synced: 11 Apr 2025

https://github.com/aditya172926/findash

A dashboard developed to visualize Stocks with multiple interactive plots.

algorithms data-science machine-learning python python3

Last synced: 17 Jul 2025

https://github.com/studentiunimi/recommender-system

Recommender System for the Telegram groups of Network StudentiUniMi

data-science python recommender-system telegram

Last synced: 16 May 2026

https://github.com/sreichl/ds_setup_example

Example project repository to showcase my blog post "A Data Scientist's Guide to a Comprehensive Setup".

conda data-science github jupyterlab reproducibility snakem

Last synced: 30 Apr 2026

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

Projeto de anรกlise de churn, utilizando machine learning na classificaรงรฃo de dados de clientes que poderรฃo ou nรฃo efetuar o encerramento de conta bancรกria.

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

Last synced: 08 Sep 2025

https://github.com/kriss024/Spark

Spark for Data Science and ETL process.

data-science jupiter-notebook machine-learning mllib pyspark spark spark-sql

Last synced: 17 Jul 2025

https://github.com/curso-r/main-r4ds-2

R para Ciรชncia de Dados II

data-science r teaching

Last synced: 26 Mar 2025

https://github.com/craigkelly/dmk

A simple build tool for dataflows

automated build-tool data-science golang yaml

Last synced: 14 Jan 2026

https://github.com/equinor/ml-pitfalls

Material for a short course on pitfalls in machine learning

course-materials data-science machine-learning pitfalls short-course

Last synced: 01 May 2025

https://github.com/marlenezw/speech-to-text

Turn any video or audio recording into a written transcript using python

data data-science python speech speech-recognition speech-synthesis speech-to-text

Last synced: 27 Apr 2026

https://github.com/kalebers/data_streams_parametric_t-sne

Research for Parametric T-SNE in high to low dimensional data stream, published in 2021 by Kalebe Rodrigues Szlachta and Andre de Macedo Wlodkovski, oriented by Jean Paul Barddal, Computer Science graduation from Pontifical Catholic University of Parana (PUCPR)

classifier data-analysis data-science data-visualization machinelearning parametric parametric-tsne python tsne-algorithm tsne-visualization

Last synced: 11 Feb 2026

https://github.com/kevinshen56714/nucleitracker

Automatic nuclei detection application through convolutional neural network

data-science deep-learning python

Last synced: 22 Jul 2026

https://github.com/mpuig/posts

Sometimes complete posts, sometimes only notes.

data-science jupyter-notebooks nlp python

Last synced: 27 Apr 2026

https://github.com/leonardoberlatto/kaggle-titanic-prediction

Kaggle Titanic Prediction problem solved using Python

data-science kaggle-titanic machine-learning python

Last synced: 01 May 2026

https://github.com/sevdanurgenc/knime-analytics-for-data-science-lecture-notes

In this repo, I have the course contents of Knime Analytics For Data Science training, which will be given to Sigorta Bilgi ve Gรถzetim Merkezi by the cooperation of Academy Peak Information Technologies Training and Consultancy between 28 - 30 March 2023.

analytics data-science data-visualization knime knime-analytics-platform machine-learning

Last synced: 19 Mar 2026

https://github.com/anselmoo/copy2hash

Copy or rename any file(s) to a hash-secured filename via terminal

data-science data-warehouse database hash indexation sha sha256

Last synced: 27 Apr 2026

https://github.com/muhammad-rebaal/naive-bees-image-loading-and-processing

Naรฏve Bees: Image Loading and Processing" is a project dedicated to revolutionizing bee research. Using cutting-edge image processing techniques, it automates the analysis of bee-related images, providing valuable insights into bee behavior and their role in the ecosystem.

analysts data-science numpy pandas python3

Last synced: 07 May 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/saranshbansal/spam-detection-analytics-tool

This is a nice tool to read chunks of sms data from a csv and understand how different algorithms (pre-implemented) perform in identifying spam messages.

analytics data-analysis data-science data-visualization mysql spring-boot

Last synced: 01 May 2026

https://github.com/ipitio/d3dash

D3 graphs with Flask

d3v7 data-science flask python3 visualization

Last synced: 13 Apr 2026

https://github.com/open-risk-academy/academy-course-pyt26065

Resources for Open Risk Academy Course: "Processing US Agency Mortgage Data with Awk and Pandas - Part 1: Static Data"

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

Last synced: 11 Feb 2026

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

Data Science Awesome Lists
awesome-datascience 950 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 91 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-data-agents 155 awesome-feature-engineering 69 awesome-time-series-segmentation-papers 135 awesome-ai 493 DMG-Data-Science-Awesome 198 awesome-materials-informatics 133 ai-catalog 294 awesome-python 957 machine-learning-resources 56 Awesome-Distributed-Deep-Learning 44 Data-Science 71 awesome-h2o 96 awesome-data-centric-ai 33 awesome-scientific-python 131 awesome-ml-blogs 95 awesome-arcgis-developers 182 100-AI-Machine-learning-Deep-learning-Computer-vision-NLP 260 data-science-learning-path 70 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 1,774 ๅ‰็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 766 The Data Science Toolbox 591 Books 576 Table of Contents 568 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 428 Python 399 ็ฝ‘็ปœๆœๅŠก 367 Data Versioning for Machine Learning 358 Literature and Media 351 Paper implementations 341 Awesome Resources 340 ๅŽ็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 319 ๅ…ถไป–_ๆœบๅ™จ่ง†่ง‰ 315 ๅ…ถไป–_ๅฎ‰ๅ…จไธŽๆธ—้€ 292 Tools 290