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Data Science

625 projects

Showing 36 of 625 projects

Dplython
DplythonPython

A Python library that brings R's dplyr data manipulation syntax to pandas DataFrames using a pipe operator.

#dplyr#python-library#data-science
Stars761
Forks52
Last commit9 years ago
tech.ml.dataset
tech.ml.datasetClojure

A high-performance, functional tabular data processing library for Clojure, similar to Python's Pandas or R's data.table.

#etl-pipeline#functional-programming#high-performance
Stars759
Forks34
Last commit7 days ago
RHadoop
RHadoop

A collection of R packages for interacting with Hadoop ecosystems, enabling big data analysis from R.

#mapreduce#data-science#hbase
Stars759
Forks274
Last commit10 years ago
Apache Toree
Apache ToreeScala

A Jupyter Notebook kernel for interactive data exploration and analysis using Apache Spark with Scala.

#apache-spark#spark-integration#jupyter-kernel
Stars750
Forks225
Last commit13 days ago
JupyterWith
JupyterWithNix

A Nix-based framework for creating declarative and reproducible Jupyter environments with configurable kernels and extensions.

#data-science#reproducible-environments#jupyterlab
Stars744
Forks152
Last commit5 days ago
Interactive Web Plotting with Bokeh
Interactive Web Plotting with BokehJupyter Notebook

A collection of Jupyter notebooks providing examples and tutorials for the Bokeh interactive visualization library.

#data-science#interactive-plots#python
Stars733
Forks659
Last commit2 years ago
pdpipe
pdpipeJupyter Notebook

Easy pipelines for pandas DataFrames.

#data-science#pipeline#dataframe
Stars730
Forks48
Last commit27 days ago
MLEM
MLEMPython

A tool to package, serve, and deploy any ML model on any platform using a GitOps approach.

#model-packaging#deployment#developer-tools
Stars718
Forks42
Last commit3 years ago
MeTA
MeTAC++

A modern C++ toolkit for text retrieval and analysis, featuring indexing, ranking, topic modeling, classification, and language models.

#information-retrieval#text-classification#graph-algorithms
Stars715
Forks239
Last commit3 years ago
perpetual
perpetualRust

A hyperparameter-free gradient boosting machine with a simple budget parameter, built for high performance with Rust and bindings for Python and R.

#causal-ml#gbdt#data-science
Stars706
Forks42
Last commit4 months ago
Reproducible Experiment Platform (REP)
Reproducible Experiment Platform (REP)Jupyter Notebook

IPython-based environment for reproducible machine learning research with unified wrappers for multiple ML libraries.

#parallel-computing#data-science#experiment-tracking
Stars700
Forks146
Last commit
PySpark Cheatsheet
PySpark Cheatsheet

A quick reference guide to the most commonly used patterns and functions in PySpark SQL.

#apache-spark#reference-guide#data-science
Stars699
Forks211
Last commit3 years ago
vecstack
vecstackPython

A Python package for stacking (stacked generalization) with both functional and scikit-learn compatible APIs.

#ensemble-learning#blending#stacked-generalization
Stars698
Forks80
Last commit10 months ago
DuckDB.NET
DuckDB.NETC#

ADO.NET provider and native bindings for DuckDB, enabling C# applications to interact with the in-process analytical database.

#database-driver#hacktoberfest#duckdb-database
Stars697
Forks91
Last commit13 days ago
Awesome Data Science Ideas
Awesome Data Science Ideas

A curated list of proven AI use cases that generate business value across departments and industries.

#use-cases#data-science#business-intelligence
Stars693
Forks89
Last commit2 years ago
lineapy
lineapyJupyter Notebook

Capture, analyze, and transform messy Jupyter notebooks into production data pipelines with just two lines of code.

#data-science#model-deployment#reproducible-research
Stars672
Forks58
Last commit1 year ago
RStartHere
RStartHereR

A curated guide to essential R packages organized by their role in the data science workflow.

#workflow-guide#r-ecosystem#data-science
Stars661
Forks213
Last commit7 years ago
datacompy
datacompyPython

A Python library for comparing Pandas, Polars, Spark, and Snowpark DataFrames with detailed reporting and flexible matching.

#apache-spark#fugue#spark
Stars658
Forks165
Last commit2 days ago
Learning
Learning

A curated collection of free resources to help deepen your understanding of the R programming language.

#community#data-science#r-programming
Stars657
Forks104
Last commit1 year ago
SparkR <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
SparkR <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R

An R package providing a lightweight frontend to use Apache Spark for distributed data processing from R.

#apache-spark#r-package#data-science
Stars640
Forks319
Last commit
GLM
GLMJulia

A Julia package for fitting linear and generalized linear models with comprehensive statistical functionality.

#statistical-models#regression-analysis#scientific-computing
Stars636
Forks115
Last commit2 months ago
Data Science Roadmap
Data Science Roadmap

A comprehensive roadmap chart and resource guide for aspiring data scientists, based on insights from Silicon Valley tech companies.

#educational-resources#data-science#skill-development
Stars636
Forks124
Last commit2 years ago
rio
rioR

An R package that simplifies data import and export by automatically selecting the correct function based on file extension.

#stata#statistical-analysis#spss
Stars620
Forks77
Last commit1 month ago
Data science your way
Data science your wayJupyter Notebook

A tutorial series comparing how to implement data science concepts and build applications in both Python and R ecosystems.

#notebook#educational#data-science
Stars618
Forks253
Last commit5 years ago
Data Wrangler
Data Wrangler

A VS Code extension for visually exploring, cleaning, and transforming tabular data with automatic Pandas code generation.

#data-cleaning#vscode-extension#data-science
Stars607
Forks42
Last commit8 months ago
Food-Recipe-CNN
Food-Recipe-CNNJupyter Notebook

A deep learning system that classifies food images into 230 categories and retrieves matching recipes using convolutional neural networks.

#inceptionv3#transfer-learning#food-recognition
Stars589
Forks131
Last commit
xgboost <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
xgboost <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">C++

An optimized distributed gradient boosting library for fast and accurate machine learning on large datasets.

#parallel-computing#gbdt#ml-library
Stars580
Forks256
Last commit
recmetrics
recmetricsJupyter Notebook

A Python library providing evaluation metrics and diagnostic tools for recommender systems.

#evaluation-metrics#python-library#data-science
Stars580
Forks101
Last commit2 years ago
PyToune
PyTounePython

A simplified Keras-like framework for PyTorch that reduces boilerplate code for training neural networks.

#callbacks#neural-network#model-training
Stars578
Forks64
Last commit2 months ago
ipython-notebooks
ipython-notebooksJupyter Notebook

A collection of IPython notebooks containing machine learning experiments and examples using scikit-learn and related Python libraries.

#data-science#jupyter#python
Stars576
Forks199
Last commit3 months ago
TabGAN
TabGANPython

A Python library for generating high-quality synthetic tabular data using GANs, diffusion models, and large language models.

#gans#privacy-preservation#train-dataframe
Stars574
Forks82
Last commit5 months ago
tidygraph
tidygraphR

A tidy API for graph manipulation in R, providing dplyr verbs and igraph algorithms for network analysis.

#graph-manipulation#igraph#r-package
Stars568
Forks62
Last commit1 year ago
kand
kandRust

A modern, high-performance technical analysis library built in Rust with Python and WebAssembly bindings.

#technical-analysis#webassembly#high-performance
Stars551
Forks27
Last commit7 months ago
TypeDB-ML
TypeDB-MLPython

A machine learning integrations library for TypeDB, enabling graph algorithms and Graph Neural Networks on strongly-typed graph data.

#networkx#graph-neural-networks#knowledge-graph-completion
Stars551
Forks92
Last commit2 years ago
DataExplorer
DataExplorerR

An R package that automates exploratory data analysis and data treatment with one-line reports and visualizations.

#r-package#data-science#statistics
Stars543
Forks94
Last commit5 months ago
pandas_summary
pandas_summaryPython

An engine for ML/data tracking, visualization, explainability, drift detection, and dashboards, integrated with Polyaxon.

#spark#matplotlib#data-science
Stars534
Forks46
Last commit13 days ago
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