Ecosyste.ms: Awesome
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.
- GitHub: https://github.com/topics/data-science
- Wikipedia: https://en.wikipedia.org/wiki/Data_science
- Related Topics: data-analysis, data-mining, machine-learning, big-data, data-visualization,
- Aliases: datasciences, data-science-project, data-science-algorithm,
- Last updated: 2024-11-14 00:06:27 UTC
- JSON Representation
https://github.com/ujjwalkarn/xda
R package for exploratory data analysis
data-analysis data-science exploratory-data-analysis r
Last synced: 11 Nov 2024
https://github.com/solegalli/hyperparameter-optimization
Code repository for the online course Hyperparameter Optimization for Machine Learning
data-science hyperopt hyperparameter-optimization machine-learning optuna python scikit-optimize
Last synced: 13 Nov 2024
https://github.com/jovianhq/jovian-py
Collaboration platform for data science projects & Jupyter notebooks
data-science deep-learning jupyter-notebook machine-learning ml
Last synced: 02 Nov 2024
https://github.com/streamnative/pulsar-spark
Spark Connector to read and write with Pulsar
apache-pulsar apache-spark batch-processing data-processing data-science flink spark spark-sql stream-processing structured-streaming
Last synced: 13 Nov 2024
https://github.com/JovianHQ/jovian-py
Collaboration platform for data science projects & Jupyter notebooks
data-science deep-learning jupyter-notebook machine-learning ml
Last synced: 11 Oct 2024
https://github.com/alexandervnikitin/tsgm
Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)
augmentations data-augmentation data-science datasets deep-learning generative-model keras machine-learning python synthetic-data synthetic-time-series tensorflow2 time-series vae
Last synced: 13 Oct 2024
https://github.com/nicohlr/ipychart
The power of Chart.js with Python
charting-library chartjs charts data data-analysis data-science data-visualization ipywidgets javascript-es6 jupyter jupyter-notebook notebook python
Last synced: 06 Nov 2024
https://github.com/barrust/pyprobables
Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.html
bitarray bloom-filter count-mean-min-sketch count-mean-sketch count-min-sketch counting-bloom-filter counting-cuckoo-filter cuckoo-filter data-analysis data-mining data-science data-structures datastructures heavy-hitters probabilistic-programming probability python quotient-filter stream-threshold
Last synced: 13 Nov 2024
https://github.com/jayantgoel001/jayantgoel001
JayantGoel001's profile with 111 stars ⭐ and 110 forks 🎉.
android data-science devops git github mean-stack portfolio profile readme web-development
Last synced: 12 Nov 2024
https://github.com/lawmurray/Birch
A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
autodiff bayesian bayesian-inference bayesian-methods bayesian-statistics data-science machine-learning machine-learning-algorithms machine-learning-projects monte-carlo-methods monte-carlo-sampling probabilistic-programming-languages statistics
Last synced: 30 Oct 2024
https://github.com/lsys/forestplot
A Python package to make publication-ready but customizable coefficient plots.
coefficientplot data-science data-visualization dataviz forestplot matplotlib python visualization
Last synced: 02 Nov 2024
https://github.com/innat/ML-Resource
A concise resource repository for machine learning
data-analysis data-science deep-learning kaggle machine-learning python spark
Last synced: 11 Nov 2024
https://github.com/goplus/igop
The Go/Go+ Interpreter
data-science golang gop goplus igop interpreter low-code programming-language scientific-computing stem stem-education
Last synced: 12 Nov 2024
https://github.com/imsanjoykb/data-science-regular-bootcamp
Regular practice on Data Science, Machien Learning, Deep Learning, Solving ML Project problem, Analytical Issue. Regular boost up my knowledge. The goal is to help learner with learning resource on Data Science filed.
artificial-intelligence data-analysis data-science data-science-notebook data-science-projects data-visualization database-connection deep-learning etl-pipeline etl-process feature-engineering machine-learning mysql-database neural-network numpy pandas postgresql python python-automation sqlite
Last synced: 12 Oct 2024
https://github.com/scrapinghub/mdr
A python library detect and extract listing data from HTML page.
Last synced: 10 Nov 2024
https://github.com/nicholasmamo/multiplex-plot
Multiplex: visualizations that tell stories—A Python library to create and annotate beautiful network graph visualizations, text visualizations and more.
data-science data-visualisation graph-visualization graphs information-retrieval matplotlib natural-language-processing network-visualization python text-mining text-visualisation text-visualization visualisation visualizations viz vizualisation
Last synced: 15 Nov 2024
https://github.com/clipperhouse/jargon
Tokenizers and lemmatizers for Go
data-science go lemmatizer nlp tokenizer
Last synced: 14 Nov 2024
https://github.com/takuti/flurs
:ocean: FluRS: A Python library for streaming recommendation algorithms
data-science factorization-machines machine-learning matrix-factorization python recommender-system
Last synced: 14 Nov 2024
https://github.com/NicholasMamo/multiplex-plot
Multiplex: visualizations that tell stories—A Python library to create and annotate beautiful network graph visualizations, text visualizations and more.
data-science data-visualisation graph-visualization graphs information-retrieval matplotlib natural-language-processing network-visualization python text-mining text-visualisation text-visualization visualisation visualizations viz vizualisation
Last synced: 07 Aug 2024
https://github.com/benthecoder/ml-blogs-that-are-worth-reading
Blogs on Machine Learning and Deep learning
ai artificial-intelligence data-science deep-learning machine-learning ml
Last synced: 02 Nov 2024
https://github.com/thomasnield/oreilly_reactive_python_for_data
Resources for the O'Reilly online video "Reactive Python for Data"
data-science database python reactivex rxpy sqlalchemy tweepy twitter
Last synced: 30 Oct 2024
https://github.com/olow304/data-science-machine-learning
The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.
all best-practices cheatsheet cheatsheets data-science data-science-toolkit deep-learning jupyter-notebook machine-learning machine-learning-algorithms machine-learning-tutorials matplotlib mindmap numpy pandas popular-posts python roadmap sklearn toolkit
Last synced: 10 Oct 2024
https://github.com/sissa-data-science/DADApy
Distance-based Analysis of DAta-manifolds in python
data-analysis data-science density-based-clustering density-estimation intrinsic-dimension machine-learning manifolds python
Last synced: 12 Nov 2024
https://github.com/senderle/topic-modeling-tool
A point-and-click tool for creating and analyzing topic models produced by MALLET.
data-science digital-humanities mallet text-analytics topic-modeling
Last synced: 13 Nov 2024
https://github.com/alexioannides/pymc-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
bayesian-data-analysis bayesian-inference data-science machine-learning numpy pandas probabilistic-programming pymc3 python scikit-learn
Last synced: 27 Oct 2024
https://github.com/georgian-io/pyoats
Quick and Easy Time Series Outlier Detection
anomaly anomaly-detection data-science deep-learning machine-learning time-series timeseries
Last synced: 30 Oct 2024
https://github.com/formlio/forml
ForML - A development framework and MLOps platform for the lifecycle management of data science projects
ai data-science machine-learning ml mlops portability python reproducibility
Last synced: 03 Aug 2024
https://github.com/dssg/MLforPublicPolicy
Class resources for CAPP 30254 (Machine Learning for Public Policy)
data-science machine-learning public-policy
Last synced: 27 Oct 2024
https://github.com/ome/ngff
Next-generation file format (NGFF) specifications for storing bioimaging data in the cloud.
bioimaging cloud data-science file-formats spec
Last synced: 03 Aug 2024
https://github.com/pbiecek/breakdown
Model Agnostics breakDown plots
data-science iml interpretability machine-learning visual-explanations xai
Last synced: 14 Nov 2024
https://github.com/mc2-project/secure-xgboost
Secure collaborative training and inference for XGBoost.
collaborative-learning data-science enclave machine-learning privacy security xgboost
Last synced: 09 Nov 2024
https://github.com/wyattowalsh/data-science-notes
Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)
calculus classification compilation crowdsourcing data-science first-timers first-timers-only jupyter-book linear-algebra machine-learning modeling probability regression simulation statistics up-for-grabs visualization
Last synced: 15 Nov 2024
https://github.com/pbiecek/breakDown
Model Agnostics breakDown plots
data-science iml interpretability machine-learning visual-explanations xai
Last synced: 11 Nov 2024
https://github.com/nischalshrestha/Unravel
A fluent code explorer for R. 🔍
data-science datawrangling dplyr r rstats shiny tidyr tidyverse
Last synced: 13 Aug 2024
https://github.com/lettier/lda-topic-modeling
A PureScript, browser-based implementation of LDA topic modeling.
bayesian bulma bulma-css clustering data-science functional-programming gibbs-sampling latent-dirichlet-allocation lda machine-learning machine-learning-algorithms natural-language-processing nlp nlp-machine-learning purescript reactive reactive-programming text-mining thermite topic-modeling
Last synced: 14 Oct 2024
https://github.com/pink-gorilla/notebook
Web based Clojure notebook application/-library.
clojure clojurescript codemirror data-science gorilla-notebook gorilla-repl pink-gorilla re-frame reagent vega
Last synced: 12 Oct 2024
https://github.com/AlexIoannides/pymc-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
bayesian-data-analysis bayesian-inference data-science machine-learning numpy pandas probabilistic-programming pymc3 python scikit-learn
Last synced: 07 Aug 2024
https://github.com/target/data-validator
A tool to validate data, built around Apache Spark.
data-science data-validation hacktoberfest
Last synced: 05 Nov 2024
https://github.com/facultyai/lens
Summarise and explore Pandas DataFrames
dask data-exploration data-science data-visualisation dataframe pandas
Last synced: 08 Nov 2024
https://github.com/oracle/macest
Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores
confidence-estimation data-science machine-learning python
Last synced: 06 Nov 2024
https://github.com/null8626/python-weather
A free and asynchronous weather API wrapper made in python, for python.
data-science forecast python weather weather-api weather-forecast
Last synced: 13 Nov 2024
https://github.com/jay-johnson/sci-pype
A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.
data-science devops-for-data-science docker docker-compose ipython ipython-notebook jupyter jupyter-notebook jupyter-themes machine-learning machine-learning-api predictive python red10 redis s3 seaborn stock-price-prediction xgb xgboost
Last synced: 11 Oct 2024
https://github.com/scottshambaugh/monaco
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
data-science monaco monte-carlo python scientific-computing sensitivity-analysis simulation statistics uncertainty-analysis uncertainty-quantification
Last synced: 05 Nov 2024
https://github.com/tlverse/sl3
💪 🤔 Modern Super Learning with Machine Learning Pipelines
data-science ensemble-learning ensemble-model machine-learning model-selection r r-package regression stacking statistics
Last synced: 11 Nov 2024
https://github.com/pratapvardhan/notebooks
A collection of Jupyter/IPython notebooks
data-science exploratory-analysis ipython-notebook jupyter-notebook python
Last synced: 11 Oct 2024
https://github.com/danmorales/cursods_profdanilo
Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube
aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials
Last synced: 12 Nov 2024
https://github.com/xiyanghu/OSDT
Optimal Sparse Decision Trees
accelerate acceleration-model algorithm algorithm-optimization data-mining data-science interpretable-ml machine-learning ml-system mlsys neurips python python3
Last synced: 30 Oct 2024
https://github.com/pityka/nspl
scala plotting (charting, graphing) library
canvas2d charts data-science data-visualization plots scala scala-js scientific-visualization visualization
Last synced: 13 Nov 2024
https://github.com/g-research/fasttrackml
Experiment tracking server focused on speed and scalability
ai apache-spark data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking metrics ml mlflow mlflow-tracking-server mlops pytorch tensorboard tensorflow visualization
Last synced: 31 Oct 2024
https://github.com/contextlab/storytelling-with-data
Course materials for Dartmouth Course: Storytelling with Data (PSYC 81.09).
course-materials data-science data-stories python tutorials
Last synced: 06 Nov 2024
https://github.com/ieshreya/data-science-resources
Free self-taught educational resources for Data Science! I'm currently learning Data Science. I build this repository for helping myself. But if it helps you anyhow, feel free to star it!
computer-science data-science python resources
Last synced: 14 Oct 2024
https://github.com/PetoLau/TSrepr
TSrepr: R package for time series representations
data-analysis data-mining data-mining-algorithms data-science r r-package representation time-series time-series-analysis time-series-classification time-series-clustering time-series-data-mining time-series-representations
Last synced: 05 Nov 2024
https://github.com/anna-geller/dataflow-ops
Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate
analytics analytics-engineering automation aws cicd data data-engineering data-engineering-infrastructure data-engineering-pipeline data-science dataflow dataflow-ops infrastructure-as-code observability orchestration pipeline prefect python serverless
Last synced: 28 Oct 2024
https://github.com/batermj/data_sciences_campaign
【数据科学家系列课程】
algorithm-analysis algorithm-challenges algorithm-visualisation algorithms architectural-patterns architecture-visualization architectures artificial-intelligence automatic-machine-learning automation data-science design-patterns foundation-framework machine-learning-algorithms mathematical-statistics mathematics product-design robotics startup system-architecture
Last synced: 12 Nov 2024
https://github.com/nla-group/classix
Fast and explainable clustering in Python
algorithm classification clustering cython data-analysis data-mining data-science database dataset explainable-ml machine-learning python unsupervised-learning unsupervised-machine-learning visualization
Last synced: 03 Aug 2024
https://github.com/weijie-chen/basic-statistics-with-python
Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.
anova-analysis data-science descriptive-statistics econometrics frequentist-statistics hypothesis-testing mathematics parameter-estimation probability
Last synced: 12 Nov 2024
https://github.com/alan-turing-institute/environmental-ds-book
A computational notebook community for open environmental data science 🌎
climate-change community-project data-science ecosystem-modeling environmental-monitoring
Last synced: 13 Nov 2024
https://github.com/ideos/gloe
A general-purpose library designed to guide developers in expressing their code as a flow.
clean-code data-science flow functional-programming machine-learning python typing
Last synced: 30 Oct 2024
https://github.com/omegaml/omegaml
MLOps simplified. One platform, all the functionality you need. Swiss made
artificial-intelligence celery data-science deploy docker-image jupyter-notebook machine-learning mlops productized pytorch scikit-learn tensorflow
Last synced: 01 Nov 2024
https://github.com/TexteaInc/funix
Building web apps without manually creating widgets
app-builder data-science frontend machine-learning
Last synced: 13 Aug 2024
https://github.com/wlandau/targets-tutorial
Short course on the targets R package
data-science make pipeline r r-package reproducibility reproducible-research rstats targets workflow
Last synced: 27 Oct 2024
https://github.com/AnonCatalyst/Coeus-OSINT-ToolBox
Coeus 🌐 is an OSINT ToolBox empowering users with tools for effective intelligence gathering from open sources. From social media monitoring 📱 to data analysis 📊, it offers a centralized platform for seamless OSINT investigations.
data-science data-visualization database forensic-analysis forensics forensics-tools framework information-retrieval infosec osint osint-framework osint-python osint-resources osint-tool osint-toolkit people-search reconnaissance
Last synced: 13 Nov 2024
https://github.com/outerbounds/dsbook
Code samples for the Effective Data Science Infrastructure book
data-science infrastructure machine-learning
Last synced: 10 Nov 2024
https://github.com/alan-turing-institute/scivision
scivision: a framework for scientific image analysis
computer-vision data-science hut23 hut23-1205 image-processing machine-learning scientific-research
Last synced: 13 Nov 2024
https://github.com/IlyaGusev/tgcontest
Telegram Data Clustering contest solution by Mindful Squirrel
classification clustering cpp data-science document-similarity fasttext machine-learning nlp
Last synced: 04 Nov 2024
https://github.com/mratsim/arch-data-science
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
archlinux cuda cudnn data-science deep-learning lightgbm machine-learning mkl mxnet natural-language-processing natural-language-understanding nervana opencv package pandas pytorch scikit-learn spacy tensorflow xgboost
Last synced: 09 Nov 2024
https://github.com/mratsim/Arch-Data-Science
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
archlinux cuda cudnn data-science deep-learning lightgbm machine-learning mkl mxnet natural-language-processing natural-language-understanding nervana opencv package pandas pytorch scikit-learn spacy tensorflow xgboost
Last synced: 07 Aug 2024
https://github.com/GlobalMaksimum/sadedegel
A General Purpose NLP library for Turkish
acikhack2 ai artificial-intelligence bert binder corpus data-science deep-learning embeddings heroku machine-learning natural-language-processing neural-network neural-networks news-summarizer nlp python
Last synced: 12 Nov 2024
https://github.com/jkoutsikakis/pytorch-wrapper
Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.
data-science deep-learning machine-learning neural-network python pytorch pytorch-wrapper tensor
Last synced: 07 Aug 2024
https://github.com/giswqs/manjaro-linux
Shell scripts for setting up Manjaro Linux for Python programming and deep learning
data-science deep-learning gis kde manjaro manjaro-linux notebook-jupyter python r remote-sensing shell-scripts tensorflow
Last synced: 14 Nov 2024
https://github.com/tidypyverse/tidypandas
A grammar of data manipulation for pandas inspired by tidyverse
data-analysis data-science dataframe dataframe-library dplyr pandas python tidyverse
Last synced: 07 Nov 2024
https://github.com/lyltj2010/DataMining
数据挖掘开源书
data-science datamining deeplearning machine-learning
Last synced: 28 Aug 2024
https://github.com/OpenSTEF/openstef
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
data-science energy energy-forecasting forecasting machine-learning python time-series
Last synced: 14 Nov 2024
https://github.com/geekplux/timeline-sankey
A project to visualize time range series data using the Sankey diagram.
data-analysis data-science data-visualization sankey sankey-chart sankey-diagram time-series time-series-analysis timeline visualization
Last synced: 27 Oct 2024
https://github.com/eclipse-zenoh-flow/zenoh-flow
zenoh-flow aims at providing a zenoh-based data-flow programming framework for computations that span from the cloud to the device.
autonomous-vehicles data-science dataflow-programming machine-learning robotics ros2 rust-lang
Last synced: 14 Nov 2024
https://github.com/asavinov/prosto
Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby
business-intelligence data-preparation data-preprocessing data-processing data-science data-wrangling feature-engineering map-reduce olap pandas python spark workflow
Last synced: 07 Nov 2024
https://github.com/parths007/loan-approval-prediction
Loan Application Data Analysis
accuracy-analysis classification data-analysis data-mining data-science data-visualization juypter logistic-regression machine-learning notebook-jupyter python python3
Last synced: 27 Oct 2024
https://github.com/dagshub/client
DagsHub client libraries
ai data data-science data-streaming dvc hacktoberfest hacktoberfest2023 keras machine-learning machinelearning mlops python pytorch tensorflow
Last synced: 22 Oct 2024
https://github.com/lsys/lexicalrichness
:smile_cat: :speech_balloon: A module to compute textual lexical richness (aka lexical diversity).
data-mining data-science information-retrieval lexical-analysis lexical-analyzer linguistic-analysis natural-language natural-language-processing nlp python
Last synced: 02 Nov 2024
https://github.com/zetane/zetaforge
Open source AI platform for rapid development of advanced AI and AGI pipelines.
agi ai claude data-science developer-tools gpt kubernetes llm machine-learning ml ml-pipelines mlops python workflow workflow-orchestration zetaforge
Last synced: 10 Nov 2024
https://github.com/firmai/business-analytics-and-mathematics-python-book
Advanced Business Analytics and Mathematics with Python (by @firmai)
analytics business data-analysis data-science mathematics python
Last synced: 04 Aug 2024
https://github.com/markvanderloo/simputation
Making imputation easy
data-science imputation officialstatistics r rstats
Last synced: 11 Nov 2024
https://github.com/darribas/gds_course
Geographic Data Science, the course
course data-science educational gds-course geographic-data-science gis
Last synced: 27 Oct 2024
https://github.com/talegari/tidypandas
A grammar of data manipulation for pandas inspired by tidyverse
data-analysis data-science dataframe dataframe-library dplyr pandas python tidyverse
Last synced: 12 Aug 2024
https://github.com/layerai-archive/sdk
Metadata store for Production ML
collaboration data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-tuning keras machine-learning mlops model-versioning python pytorch reinforcement-learning sklearn tensorflow
Last synced: 26 Sep 2024
https://github.com/mkearney/tweetbotornot2
🔍🐦🤖 Detect Twitter Bots!
bot-detection bot-detector classification data-science machine-learning r r-package rstats rtweet twitter twitter-api twitter-bot-detection twitter-bots xgboost
Last synced: 15 Nov 2024
https://github.com/slai-labs/get-beam
Run GPU inference and training jobs on serverless infrastructure that scales with you.
artificial-intelligence cloud-computing cost-optimization data-science deep-learning distributed-computing gpu-acceleration gpu-computing hpc llm-serving llm-training machine-learning ml-infrastructure mlops python serverless serverless-architectures
Last synced: 09 Nov 2024
https://github.com/ResponsiblyAI/responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
artificial-intelligence audit bias bias-correction bias-finder bias-reduction data-science ethics fairness fairness-ai fairness-awareness-model fairness-ml fairness-testing machine-bias machine-learning natural-language-processing python
Last synced: 09 Nov 2024
https://github.com/tiledb-inc/tiledb-vcf
Efficient variant-call data storage and retrieval library using the TileDB storage library.
bioinformatics data-science genomics gwas python spark tiledb variant-calling vcf
Last synced: 14 Nov 2024
https://github.com/aws-samples/cloud-experiments
Open innovation with 60 minute cloud experiments on AWS
amazon-athena amazon-comprehend amazon-rekognition amazon-s3 amazon-sagemaker aws-cloud aws-glue data-science machine-learning notebooks
Last synced: 08 Aug 2024
https://github.com/delsner/flask-angular-data-science
Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-machine-learning-model-in-a-modern-web-application-flask-angular-docker-a657db075280
angular data-science docker flask machine-learning python sklearn typescript
Last synced: 10 Oct 2024
https://github.com/synthesized-io/fairlens
Identify bias and measure fairness of your data
bias data data-analysis data-science fairness pandas python statistics
Last synced: 03 Aug 2024
https://github.com/akgold/do4ds
A book on DevOps for Data Scientists with CRC Press.
data-science devops it python r
Last synced: 10 Nov 2024
https://github.com/davisidarta/topometry
Systematically learn and evaluate manifolds from high-dimensional data
clustering data-science data-visualization dimensionality-reduction graph graph-layout hypothesis-generation laplace-beltrami machine-learning manifold-learning scikit-learn single-cell visualization
Last synced: 31 Oct 2024
https://github.com/maxim5/hyper-engine
Python library for Bayesian hyper-parameters optimization
bayesian-optimization big-data convolutional-neural-networks data-science deep-learning gaussian-processes hyperparameter-optimization machine-learning model-selection neural-network optimization-algorithms python random-search tensorflow
Last synced: 05 Nov 2024
https://github.com/jeroenjanssens/python-polars-the-definitive-guide
Scripts and datasets for the O'Reilly book Python Polars: The Definitive Guide
data-science oreilly oreilly-books polars polars-dataframe python
Last synced: 27 Oct 2024
https://github.com/DataKitchen/data-observability-installer
Installer for DataKitchen's Open Source Data Observability Products. Data breaks. Servers break. Your toolchain breaks. Ensure your team is the first to know and the first to solve with visibility across and down your data estate. Save time with simple, fast data quality test generation and execution. Trust your data, tools, and systems end to end.
data data-engineering data-observability data-profiling data-quality data-reliability data-science datachecker datacleaner datacleaning dataops dataquality datatesting datavalidation mssql pipeline-tests postgresql redshift self-hosted snowflake
Last synced: 13 Nov 2024
https://github.com/Nelson-numerical-software/nelson
The Nelson Programming Language
cpp17 data-science data-structures interpreter mathematical-functions matlab matrix-functions nelson octave programming-language scientific-computing scilab
Last synced: 03 Aug 2024
https://github.com/sangaline/reverse-engineering-the-hacker-news-ranking-algorithm
An analysis of historical Hacker News data to determine the ranking algorithm
analysis data-science hacker-news
Last synced: 07 Nov 2024
