Data Science | Ecosyste.ms: Awesome

https://github.com/hazyresearch/meerkat

Creative interactive views of any dataset.

data-science foundation-models machine-learning ml pandas

Last synced: 15 May 2025

https://github.com/dswah/pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

data-science gams interpretable-machine-learning machine-learning python scientific-computing

Last synced: 27 Mar 2025

https://github.com/thealgorithms/jupyter

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

algorithms data-science data-structures deep-learning hacktoberfest machine-learning neural-network

Last synced: 16 May 2025

https://github.com/amodinho/datacamp-python-data-science-track

All the slides, accompanying code and exercises all stored in this repo. 🎈

bokeh data-science datacamp datacamp-course datacamp-exercises datacamp-machine-learning datacamp-projects datacamp-python datacamp-solutions-python datascience machinelearning natural-language-processing neural-network neural-networks nlp pandas python scikit-learn tokenization

Last synced: 16 May 2025

https://github.com/mrsaeeddev/free-ai-resources

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

ai artificial-intelligence artificial-neural-networks data data-science data-science-learning data-science-projects deep-learning deep-neural-networks hacktoberfest hacktoberfest2020 machine-learning machine-learning-algorithms machinelearning reinforcement-learning research supervised-learning unsupervised-learning

Last synced: 08 Apr 2025

https://github.com/miguelgfierro/ai_projects

AI projects

analytics artificial-intelligence big-data code-examples data-science deep-learning examples machine-learning neural-networks programming-exercise

Last synced: 15 May 2025

https://github.com/HazyResearch/meerkat

Creative interactive views of any dataset.

data-science foundation-models machine-learning ml pandas

Last synced: 26 Mar 2025

https://github.com/opengeos/geoai

GeoAI: Artificial Intelligence for Geospatial Data

ai data-science geoai geopython geospatial jupyter python

Last synced: 26 Apr 2025

https://github.com/aerdem4/lofo-importance

Leave One Feature Out Importance

data-science explainable-ai feature-importance feature-selection machine-learning

Last synced: 15 May 2025

https://github.com/TheAlgorithms/Jupyter

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

algorithms data-science data-structures deep-learning hacktoberfest machine-learning neural-network

Last synced: 04 May 2025

https://github.com/aloctavodia/statistical-rethinking-with-python-and-pymc3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

bayesian-data-analysis data-science pymc python statistics

Last synced: 12 Apr 2025

https://github.com/AmoDinho/datacamp-python-data-science-track

All the slides, accompanying code and exercises all stored in this repo. 🎈

bokeh data-science datacamp datacamp-course datacamp-exercises datacamp-machine-learning datacamp-projects datacamp-python datacamp-solutions-python datascience machinelearning natural-language-processing neural-network neural-networks nlp pandas python scikit-learn tokenization

Last synced: 26 Mar 2025

https://github.com/aloctavodia/Statistical-Rethinking-with-Python-and-PyMC3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

bayesian-data-analysis data-science pymc python statistics

Last synced: 27 Nov 2024

https://github.com/agnostiqhq/covalent

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.

covalent data-pipeline data-science deep-learning hacktoberfest hpc hpc-applications machine-learning machinelearning machinelearning-python orchestration parallelization pipelines python quantum quantum-computing quantum-machine-learning workflow workflow-automation workflow-management

Last synced: 14 May 2025

https://github.com/ChawlaAvi/Daily-Dose-of-Data-Science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

data-analysis data-science data-science-tips data-visualization jupyter jupyter-notebook jupyter-tips matplotlib matplotlib-tips numpy pandas pandas-tips python python-tips sklearn

Last synced: 23 Jan 2025

https://github.com/janpfeifer/gonb

GoNB, a Go Notebook Kernel for Jupyter

data-science go golang gonb jupyter jupyter-notebook jupyter-notebook-kernel

Last synced: 14 May 2025

https://github.com/elki-project/elki

ELKI Data Mining Toolkit

anomalydetection cluster-analysis clustering data-analysis data-mining data-mining-algorithms data-science distance-functions index indexing java machine-learning outlier-detection outliers time-series visualization

Last synced: 14 May 2025

https://github.com/alteryx/evalml

EvalML is an AutoML library written in python.

automl data-science feature-engineering feature-selection hyperparameter-tuning machine-learning model-selection optimization

Last synced: 15 May 2025

https://github.com/pymc-labs/pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

btyd buy-till-you-die clv customer-lifetime-value data-science marketing marketing-mix-modeling media-mix-modeling mmm python

Last synced: 26 Mar 2025

https://github.com/enkidevs/curriculum

👩‍🏫 👨‍🏫 The open-source curriculum of Enki!

ai algorithms blockchain chatgpt computer-science css curriculum data-science education enki git gpt4 html java javascript learn-to-code linux python security sql

Last synced: 15 May 2025

https://github.com/mrankitgupta/data-analyst-roadmap

I am sharing my Journey of 66DaysofData into Data Analytics by participating in Ken Jee's #66daysofdata challenge

ankit ankit-gupta ankitgupta data-analysis data-analytics data-science data-structures data-visualization excel mongodb mysql pandas powerbi python sql sql-server tableau

Last synced: 13 Apr 2025

https://github.com/latitude-dev/latitude

Developer-first embedded analytics

analytics business-intelligence dashboard data data-analysis data-analytics data-app data-engineering data-science data-visualization duckdb embedded-analytics exploratory-data-analysis javascript-framework open-source react self-hosted sql svelte tailwindcss

Last synced: 31 Dec 2024

https://github.com/the-black-knight-01/data-science-competitions

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

analytics-vidhya competition-code competitive-data-science-github data-science data-science-competition data-science-competitions datahack-competition kaggle kaggle-competition kaggle-competition-for-beginners kaggle-competition-solutions kaggle-solutions-github kaggle-winning-solutions-github machine-learning machinehack-competition xgboost

Last synced: 01 Mar 2025

https://github.com/the-black-knight-01/Data-Science-Competitions

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

analytics-vidhya competition-code competitive-data-science-github data-science data-science-competition data-science-competitions datahack-competition kaggle kaggle-competition kaggle-competition-for-beginners kaggle-competition-solutions kaggle-solutions-github kaggle-winning-solutions-github machine-learning machinehack-competition xgboost

Last synced: 29 Nov 2024

https://github.com/JosephLai241/URS

Universal Reddit Scraper - A comprehensive Reddit scraping/archival command-line tool.

archiving command-line comments csv data-analysis data-science json livestream osint-tool praw pyo3 python reddit reddit-scraper redditor rust scraper subreddit trees wordcloud

Last synced: 24 Mar 2025

https://github.com/h1st-ai/h1st

Power Tools for AI Engineers With Deadlines

automl autonomous-vehicles avionics cold-start collaboration cybersecurity data-science datascience-environment energy-optimization ensemble-machine-learning explainability hacktoberfest home-automation human-in-the-loop industrial-iot predictive-maintenance time-series trustworthy-datascience

Last synced: 14 Mar 2025

https://github.com/lgienapp/aquarel

Styling matplotlib made easy

data-science data-visualization matplotlib plotting theme theme-development theming visualization

Last synced: 14 May 2025

https://github.com/jasmcaus/caer

High-performance Vision library in Python. Scale your research, not boilerplate.

ai artificial-intelligence augmentation caer computer-vision cuda data-science deep-learning gpu image-classification image-processing image-segmentation machine-learning neural-network opencv python segmentation type-checking video-processing vision

Last synced: 15 May 2025

https://github.com/kuwala-io/kuwala

Kuwala is the no-code data platform for BI analysts and engineers enabling you to build powerful analytics workflows. We are set out to bring state-of-the-art data engineering tools you love, such as Airbyte, dbt, or Great Expectations together in one intuitive interface built with React Flow. In addition we provide third-party data into data science models and products with a focus on geospatial data. Currently, the following data connectors are available worldwide: a) High-resolution demographics data b) Point of Interests from Open Street Map c) Google Popular Times

admin-boundaries data data-integration data-science dbt elt google-trends jupyter kuwala no-code open-data open-source population postgres pyspark python react react-flow scraping spatial-analysis

Last synced: 30 Mar 2025

https://github.com/chrisvoncsefalvay/learn-julia-the-hard-way

Learn Julia the hard way!

data-science hpc julia julia-language julialang language learning learning-by-doing learning-julia scientific-computing statistics technical-computing

Last synced: 16 May 2025

https://github.com/scrapinghub/python-crfsuite

A python binding for crfsuite

crf crfsuite data-science

Last synced: 14 May 2025

https://github.com/biomedsciai/causallib

A Python package for modular causal inference analysis and model evaluations

causal causal-inference causal-models causality data-science machine-learning ml

Last synced: 14 May 2025

https://github.com/jwkvam/bowtie

:bowtie: Create a dashboard with python!

ant-design antd dashboard data-science flask interactive jupyter plotly python react socket-io visualization webapp

Last synced: 16 May 2025

https://github.com/moderndive/ModernDive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

bootstrap-method confidence-intervals data-science data-visualization data-wrangling dplyr ggplot2 hypothesis-testing infer moderndive permutation-test r regression regression-models rstats rstudio statistical-inference tidy tidyverse

Last synced: 15 Mar 2025

https://github.com/abhayspawar/featexp

Feature exploration for supervised learning

data-exploration data-science feature-engineering machine-learning visualization

Last synced: 27 Nov 2024

https://github.com/AgnostiqHQ/covalent

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.

covalent data-pipeline data-science deep-learning hacktoberfest hpc hpc-applications machine-learning machinelearning machinelearning-python orchestration parallelization pipelines python quantum quantum-computing quantum-machine-learning workflow workflow-automation workflow-management

Last synced: 30 Mar 2025

https://github.com/vivekpa/introneuralnetworks

Introducing neural networks to predict stock prices

algorithmic-trading data-science finance guide keras-tensorflow lstm-neural-networks machine-learning mlp-networks neural-network prediction prediction-mod python quantitative-finance regression-models stock-price-prediction stock-prices trading trading-strategies tutorial yahoo-finance

Last synced: 04 Apr 2025

https://github.com/glue-viz/glue

Linked Data Visualizations Across Multiple Files

data-science linked-data python visualization

Last synced: 14 May 2025

https://github.com/pm4py/pm4py-source

Public repository for the PM4Py (Process Mining for Python) project.

data-mining data-science machine-learning processmining python

Last synced: 07 Jan 2025

https://github.com/ipython-books/cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

computing data-analysis data-mining data-science data-visualization ipython jupyter jupyter-notebook machine-learning numerical-computation python visualization

Last synced: 12 Apr 2025

https://github.com/target/matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

data-science matrix-profile motif motif-discovery pip pip3 pypi pypi-packages python python3 time-series timeseries-analysis timeseries-segmentation

Last synced: 26 Mar 2025

https://github.com/williamFalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 27 Mar 2025

https://github.com/williamfalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 04 Apr 2025

https://github.com/nipy/nipype

Workflows and interfaces for neuroimaging packages

big-data brain-imaging brainweb data-science dataflow dataflow-programming neuroimaging python workflow-engine

Last synced: 25 Nov 2024

https://github.com/akfamily/aktools

AKTools is an elegant and simple HTTP API library for AKShare, built for AKSharers!

akshare asyncio data data-science fastapi openapi pydanti

Last synced: 14 May 2025

https://github.com/explosion/spacy-stanza

💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy

corenlp data-science machine-learning natural-language-processing nlp spacy spacy-pipeline stanford-corenlp stanford-machine-learning stanford-nlp stanza

Last synced: 15 May 2025

https://github.com/kennethleungty/Failed-ML

Compilation of high-profile real-world examples of failed machine learning projects

ai artificial-intelligence classification computer-vision data-engineering data-quality data-science deep-learning failed-data-science failed-machine-learning failed-ml fml forecasting machine-learning ml natural-language-processing production recsys regression

Last synced: 04 Apr 2025

https://github.com/arvkevi/kneed

Knee point detection in Python :chart_with_upwards_trend:

data-analysis data-science elbow-method knee-point python scientific-computing systems

Last synced: 23 Mar 2025

https://github.com/kennethleungty/failed-ml

Compilation of high-profile real-world examples of failed machine learning projects

ai artificial-intelligence classification computer-vision data-engineering data-quality data-science deep-learning failed-data-science failed-machine-learning failed-ml fml forecasting machine-learning ml natural-language-processing production recsys regression

Last synced: 16 Mar 2025

https://github.com/iterative/mlem

🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞

cli data-science deployment developer-tools git machine-learning mlem model-registry python

Last synced: 26 Mar 2025

https://github.com/erikaduan/r_tips

A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning

data-science data-visualization machine-learning r rstats statistics

Last synced: 04 Dec 2024

https://github.com/pdpipe/pdpipe

Easy pipelines for pandas DataFrames.

data data-science dataframe dataframes pandas pandas-dataframe pipeline

Last synced: 17 Apr 2025

https://github.com/ashishpatel26/amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-analysis data-mining data-science data-scientists data-visualization deep-learning feature-engineering feature-extraction feature-scaling feature-selection features machine-learning scikit-learn

Last synced: 16 May 2025

https://github.com/huntermcgushion/hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

ai artificial-intelligence catboost data-science deep-learning experimentation feature-engineering hyperparameter-optimization hyperparameter-tuning keras lightgbm machine-learning ml neural-network optimization python rgf scikit-learn sklearn xgboost

Last synced: 16 May 2025

https://github.com/HunterMcGushion/hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

ai artificial-intelligence catboost data-science deep-learning experimentation feature-engineering hyperparameter-optimization hyperparameter-tuning keras lightgbm machine-learning ml neural-network optimization python rgf scikit-learn sklearn xgboost

Last synced: 26 Apr 2025

https://github.com/scikit-mobility/scikit-mobility

scikit-mobility: mobility analysis in Python

complex-systems data-analysis data-science human-mobility mobility-analysis mobility-flows network-science risk-assessment scikit-mobility statistics synthetic-flows

Last synced: 22 Nov 2024

https://github.com/nicolaskruchten/jupyter_pivottablejs

Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js

data-analysis data-science interactive jupyter-notebook pivot-chart pivot-tables

Last synced: 15 May 2025

https://github.com/ashishpatel26/Amazing-Feature-Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-analysis data-mining data-science data-scientists data-visualization deep-learning feature-engineering feature-extraction feature-scaling feature-selection features machine-learning scikit-learn

Last synced: 10 Apr 2025

https://github.com/TrainingByPackt/Data-Science-Projects-with-Python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science machine-learning numpy pandas pandas-dataframe python scikit-learn

Last synced: 14 Apr 2025

https://github.com/trainingbypackt/data-science-projects-with-python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science machine-learning numpy pandas pandas-dataframe python scikit-learn

Last synced: 04 Apr 2025

https://github.com/MilesCranmer/SymbolicRegression.jl

Distributed High-Performance Symbolic Regression in Julia

automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning sciml symbolic symbolic-computation symbolic-regression

Last synced: 04 May 2025

https://github.com/litaotao/ipython-dashboard

A stand alone, light-weight web server for building, sharing graphs created in ipython. Build for data science, data analysis guys. Aiming at building an interactive visualization, collaborated dashboard, and real-time streaming graph.

dashboard data-science ipython ipython-dashboard notebook visualization

Last synced: 16 May 2025

https://github.com/google/edward2

A simple probabilistic programming language.

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 14 Mar 2025

https://github.com/litaotao/IPython-Dashboard

A stand alone, light-weight web server for building, sharing graphs created in ipython. Build for data science, data analysis guys. Aiming at building an interactive visualization, collaborated dashboard, and real-time streaming graph.

dashboard data-science ipython ipython-dashboard notebook visualization

Last synced: 07 Dec 2024

https://github.com/bacalhau-project/bacalhau

Compute over Data framework for public, transparent, and optionally verifiable computation

ai-art ai-data-collection ai-pipeline batch-processing bioinformatics-pipeline data-analysis data-engineering data-science decentralized decentralized-computing distributed gene-sequencing insulators iot logging-framework orchestration-framework p2p video-processing

Last synced: 01 May 2025

https://github.com/dataproofer/Dataproofer

A proofreader for your data

cli command-line csv data-analysis data-mining data-science excel nodejs spreadsheet

Last synced: 30 Mar 2025

https://github.com/milescranmer/symbolicregression.jl

Distributed High-Performance Symbolic Regression in Julia

automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning sciml symbolic symbolic-computation symbolic-regression

Last synced: 14 May 2025

https://github.com/BiomedSciAI/causallib

A Python package for modular causal inference analysis and model evaluations

causal causal-inference causal-models causality data-science machine-learning ml

Last synced: 27 Mar 2025

https://github.com/odpi/opends4all

OpenDS4All project, hosted by LF AI & Data

data-science jupyter-notebooks materials

Last synced: 23 Feb 2025

https://github.com/sebkrantz/collapse

Advanced and Fast Data Transformation in R

cran data-aggregation data-analysis data-manipulation data-processing data-science data-transformation econometrics high-performance panel-data r rstats scientific-computing statistics time-series weighted weights

Last synced: 14 May 2025

https://github.com/jphall663/interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

accountability data-mining data-science decision-tree fairness fatml gradient-boosting-machine h2o iml interpretability interpretable interpretable-ai interpretable-machine-learning interpretable-ml lime machine-learning machine-learning-interpretability python transparency xai

Last synced: 16 May 2025

https://github.com/rweekly/rweekly.org

R Weekly

blog community data-science data-visualization r rweekly statistics visualization weekly

Last synced: 27 Nov 2024

https://github.com/github/codespaces-jupyter

Explore machine learning and data science with Codespaces

codespaces data-science jupyter-notebook machine-learning

Last synced: 11 Apr 2025

https://github.com/yzhao062/combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

aggregation data-mining data-science ensemble-learning machine-learning machine-learning-pipelines model-combination pipeline-framework python

Last synced: 08 Apr 2025

https://github.com/faktionai/awesome-ai-usecases

A list of awesome and proven Artificial Intelligence use cases and applications

data-science machine-learning

Last synced: 14 Mar 2025

https://github.com/fastai/fastai2

Temporary home for fastai v2 while it's being developed

data-science deep-learning fastai jupyter machine-learning nbdev python pytorch

Last synced: 27 Nov 2024

https://github.com/dataprofessor/streamlit_freecodecamp

Build 12 Data Apps in Python with Streamlit

data-science exploratory-data-analysis machine-learning python streamlit

Last synced: 16 May 2025

https://github.com/aeturrell/coding-for-economists

This repository hosts the code behind the online book, Coding for Economists.

book data-science econometrics economics economics-models jupyter-notebook learning python research vscode

Last synced: 12 Apr 2025

https://github.com/uxlfoundation/onedal

oneAPI Data Analytics Library (oneDAL)

ai-inference ai-machine-learning ai-training analytics big-data cpp data-analysis data-science hacktoberfest machine-learning machine-learning-algorithms oneapi onedal swrepo

Last synced: 14 Apr 2025

https://github.com/Kotlin/kandy

Kotlin plotting library.

data-science graphics jupyter-notebooks kotlin plot

Last synced: 12 Apr 2025

https://github.com/blue-yonder/turbodbc

Turbodbc is a Python module to access relational databases via the Open Database Connectivity (ODBC) interface. The module complies with the Python Database API Specification 2.0.

data-science database exasol numpy odbc pep249 pyodbc python python-database-api speedup

Last synced: 14 May 2025

https://github.com/sforaidl/kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

algorithm-implementations benchmarking data-science deep-learning-library knowledge-distillation machine-learning model-compression pruning pytorch quantization

Last synced: 16 May 2025

https://github.com/cerndb/dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

apache-spark data-parallelism data-science deep-learning distributed-optimizers hadoop keras machine-learning optimization-algorithms tensorflow

Last synced: 22 Jan 2025

https://github.com/rstojnic/lazydata

Lazydata: Scalable data dependencies for Python projects

data-science datamanagement machine-learning python

Last synced: 26 Mar 2025

https://github.com/squarespace/datasheets

Read data from, write data to, and modify the formatting of Google Sheets

data data-analytics data-science dataframe google pandas python

Last synced: 16 May 2025

https://github.com/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo