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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/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/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/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/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/scrapinghub/mdr

A python library detect and extract listing data from HTML page.

data-science

Last synced: 10 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/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: 31 Oct 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: 07 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/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/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/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/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/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/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/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/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: 03 Aug 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/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/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/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/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/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/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/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/TexteaInc/funix

Building web apps without manually creating widgets

app-builder data-science frontend machine-learning

Last synced: 13 Aug 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/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/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/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/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/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/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/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/scrapinghub/aile

Automatic Item List Extraction

data-science

Last synced: 10 Nov 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/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/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/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/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/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

https://github.com/uc-r/uc-r.github.io

Main repository for R programming courses @ University of Cincinnati, courses and tutorials that focus on data wrangling, exploration, visualization, and analysis with R.

classroom data-science data-wrangling machine-learning r tutorial tutorial-code visualization

Last synced: 30 Oct 2024

https://github.com/rogerfitz/tutorials

Git Repo for Articles on Ergo Sum blog and the youtube channel https://www.youtube.com/channel/UCiie9CN--dazA7iT2sry5FA

algorithmia data-science draft-kings fan-duel fivethirtyeight google-maps-api ocr python sports tech text-to-speech visualizations

Last synced: 08 Nov 2024

https://github.com/palashio/nylon

An intelligent, flexible grammar of machine learning.

auto-ml data-science grammar machine-learning

Last synced: 07 Nov 2024

https://github.com/svilupp/promptingtools.jl

Streamline your life using PromptingTools.jl, the Julia package that simplifies interacting with large language models.

data-science generative-ai julia

Last synced: 30 Oct 2024

https://github.com/svilupp/PromptingTools.jl

Streamline your life using PromptingTools.jl, the Julia package that simplifies interacting with large language models.

data-science generative-ai julia

Last synced: 28 Oct 2024