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Data Science

624 projects

Showing 36 of 624 projects

Quix Streams
Quix StreamsPython

A Python framework for building real-time data pipelines and event-driven microservices on Apache Kafka using a Streaming DataFrame API.

#stream-processing#streaming-data-processing#event-driven-architecture
Stars1.6k
Forks107
Last commit
ipyleaflet
ipyleafletTypeScript

Interactive maps in Jupyter notebooks using Leaflet.js with Python bindings.

#jupyterlab-extension#data-science#geospatial-visualization
Stars1.5k
Forks365
Last commit2 months ago
Optimus
OptimusPython

A Python library for agile data preparation workflows that works with Pandas, Dask, cuDF, Dask-cuDF, Vaex, and PySpark.

#data-cleaning#cudf#spark
Stars1.5k
Forks232
Last commit1 year ago
skforecast
skforecastPython

A Python library for time series forecasting using scikit-learn compatible machine learning models.

#data-science#time-series-forecasting#catboost
Stars1.5k
Forks196
Last commit1 day ago
skforecast
skforecastPython

A Python library for time series forecasting using scikit-learn compatible machine learning models.

#data-science#lightgbm#python
Stars1.5k
Forks196
Last commit1 day ago
Julia
JuliaJulia

A curated, categorized directory of packages, libraries, and resources for the Julia programming language.

#programming-language#scientific-computing#julia
Stars1.5k
Forks203
Last commit2 years ago
PyCM
PyCMPython

A comprehensive Python library for generating and analyzing multi-class confusion matrices with extensive statistical metrics.

#classification-metrics#statistical-analysis#ai
Stars1.5k
Forks126
Last commit12 days ago
pyjanitor
pyjanitorPython

Python library providing clean, chainable functions for data cleaning and manipulation with pandas DataFrames.

#data-cleaning#hacktoberfest#python-library
Stars1.5k
Forks189
Last commit4 days ago
dalex
dalexPython

A model-agnostic toolkit for exploring and explaining the behavior of complex machine learning models in R and Python.

#explainable-artificial-intelligence#xai#r-package
Stars1.5k
Forks170
Last commit9 days ago
eBay's TSV utilities
eBay's TSV utilitiesD

A suite of high-performance command line tools for filtering, summarizing, joining, and manipulating large tabular data files.

#delimited-files#command-line-tools#data-science
Stars1.5k
Forks83
Last commit3 years ago
igraph
igraphPython

A Python interface for the igraph library, enabling fast creation, manipulation, and analysis of large graphs and networks.

#scientific-computing#mathematics#python-library
Stars1.5k
Forks269
Last commit2 months ago
plumber
plumberR

An R package that converts R functions into web APIs using special code annotations.

#deployment#api#api-framework
Stars1.4k
Forks260
Last commit5 months ago
Knet.jl
Knet.jlJupyter Notebook

A deep learning framework for Julia with GPU support and automatic differentiation using dynamic computational graphs.

#research-tool#knet#julia
Stars1.4k
Forks224
Last commit1 year ago
awesome-python-chemistry
awesome-python-chemistry

A curated list of awesome Python frameworks, libraries, software, and resources for chemistry and cheminformatics.

#scientific-computing#cheminformatics#simulation
Stars1.4k
Forks231
Last commit10 months ago
awesome-earthobservation-code
awesome-earthobservation-codeHTML

A curated collection of tools, tutorials, code, and resources for Earth Observation and geospatial satellite imagery analysis.

#satellite-data#geospatial-data#google-earth-engine
Stars1.4k
Forks248
Last commit
amphi-etl
amphi-etlTypeScript

A visual, low-code data preparation tool that generates Python code for ETL, reporting, and AI-assisted workflows.

#jupyterlab-extension#analytics-automation#datatransformation
Stars1.4k
Forks103
Last commit1 day ago
sparkmagic
sparkmagicPython

Jupyter magics and kernels for interactively working with remote Spark clusters via Livy, Lighter, or Ilum.

#apache-spark#spark#notebook
Stars1.4k
Forks443
Last commit10 months ago
CV-pretrained-model
CV-pretrained-model

A curated collection of open-source computer vision pre-trained models across TensorFlow, Keras, PyTorch, Caffe, and MXNet frameworks.

#mxnet#data-science#deep-learning
Stars1.4k
Forks190
Last commit5 years ago
Intel(R) Extension for Scikit-learn
Intel(R) Extension for Scikit-learnPython

A free software AI accelerator that speeds up scikit-learn applications by 10-100x on CPUs and GPUs with no code changes.

#oneapi#ai-machine-learning#ai-accelerator
Stars1.4k
Forks187
Last commit
Dex
DexJavaScript

A Java/Groovy/JavaFX data visualization tool for ETL, machine learning, and publishing web visualizations.

#desktop-application#datavis#dataviz
Stars1.3k
Forks307
Last commit7 years ago
sklearn-porter
sklearn-porterPython

Transpile trained scikit-learn estimators to C, Java, JavaScript, Go, PHP, and Ruby for embedded systems and performance-critical applications.

#deployment#embedded-systems#sklearn
Stars1.3k
Forks169
Last commit2 years ago
Hopsworks - A Feature Store for ML and Data-Intensive AI
Hopsworks - A Feature Store for ML and Data-Intensive AIJava

A real-time AI lakehouse platform with a Python-centric feature store and comprehensive MLOps capabilities.

#azure#data-science#kserve
Stars1.3k
Forks158
Last commit1 year ago
dataframe-go
dataframe-goGo

A lightweight and intuitive Go library for data manipulation, statistics, and machine learning using DataFrames.

#data-science#statistics#dataframe
Stars1.3k
Forks100
Last commit4 years ago
rusty-machine
rusty-machineRust

A general-purpose machine learning library for Rust, focusing on speed and ease of use with minimal dependencies.

#data-science#statistics#neural-networks
Stars1.3k
Forks150
Last commit6 years ago
Xcessiv
XcessivPython

A web-based tool for automated hyperparameter tuning and stacked ensemble creation in Python.

#ensemble-learning#hyperparameter-optimization#hyperparameter-tuning
Stars1.3k
Forks106
Last commit8 years ago
mlforecast
mlforecastPython

A Python framework for scalable time series forecasting using machine learning models, designed for production environments.

#data-science#time-series-forecasting#production-ml
Stars1.3k
Forks129
Last commit3 days ago
Awesome Random Forest (GitHub)**
Awesome Random Forest (GitHub)**

A curated list of resources for random forest and other tree-based machine learning methods.

#random-forest#ensemble-methods#data-science
Stars1.3k
Forks333
Last commit2 years ago
ml-tooling/best-of-jupyter, "Notebook Environments"
ml-tooling/best-of-jupyter, "Notebook Environments"

A ranked list of 300+ awesome Jupyter Notebook, Hub, and Lab projects (extensions, kernels, tools) updated weekly.

#jupyterlab-extension#developer-tools#jupyterhub
Stars1.2k
Forks92
Last commit1 day ago
NFStream
NFStreamPython

A flexible Python framework for fast network flow data analysis, offering encrypted application identification, statistical feature extraction, and extensibility via plugins.

#pcap#data-science#network-monitoring
Stars1.2k
Forks144
Last commit4 days ago
molten-nvim
molten-nvimPython

A Neovim plugin for interactively running code with Jupyter kernels, providing a REPL and notebook-like experience directly in the editor.

#code-runner#jupyter-kernel#notebook
Stars1.2k
Forks65
Last commit22 days ago
plotly-resampler
plotly-resamplerPython

A Python library that adds dynamic data aggregation to Plotly figures for scalable visualization of large time series.

#large-datasets#data-science#downsampling
Stars1.2k
Forks75
Last commit7 months ago
PyMC-Marketing
PyMC-MarketingPython

A Bayesian marketing analytics toolbox for Media Mix Modeling (MMM), Customer Lifetime Value (CLV), and customer choice analysis.

#mmm#probabilistic-modeling#media-mix-modeling
Stars1.2k
Forks391
Last commit2 days ago
Distributions
DistributionsJulia

A comprehensive Julia package for probability distributions, providing properties, PDFs, sampling, and maximum likelihood estimation.

#julia#data-science#statistics
Stars1.2k
Forks443
Last commit23 days ago
renv <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
renv <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R

renv creates isolated, portable, and reproducible project environments for R by managing private package libraries and lockfiles.

#environment-management#lockfile#r-package
Stars1.2k
Forks170
Last commit
Covid-19
Covid-19Python

A cleaned and normalized time series dataset of global COVID-19 confirmed cases, deaths, and recoveries, updated daily.

#epidemiology#data-cleaning#data-science
Stars1.2k
Forks599
Last commit4 months ago
PyCall
PyCallC

A Ruby library that enables direct calling of Python functions and modules with automatic type conversion.

#ruby-python-bridge#scientific-computing#rubydatascience
Stars1.1k
Forks87
Last commit1 month ago
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