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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.

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: 2024-07-29 13:36:33 UTC
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https://github.com/probcomp/bayeslite

BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.

automatic-data-modeling data-science databases machine-learning probabilistic-programming

Last synced: 01 Aug 2024

https://github.com/NorskRegnesentral/skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

data-science distant-supervision natural-language-processing nlp-library nlp-machine-learning python spacy training-data weak-supervision

Last synced: 30 Jul 2024

https://github.com/dataquestio/project-walkthroughs

Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .

data-science machine-learning pandas python

Last synced: 08 Aug 2024

https://github.com/tidyverse/datascience-box

Data Science Course in a Box

data-science education r rstats teaching

Last synced: 30 Jul 2024

https://github.com/dataprofessor/code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

data-professor data-science data-science-python dataprofessor datascience exploratory-data-analysis machine-learning machinelearning pandas python python-data-science r scikit-learn scikit-learn-python shiny streamlit

Last synced: 08 Aug 2024

https://github.com/youssefHosni/Practical-Machine-Learning

Practical machine learning notebook & articles covers the machine learning end to end life cycle.

data-science machine-learning

Last synced: 31 Jul 2024

https://github.com/MentatInnovations/datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

alerts anomaly anomaly-detection anomalydetection anomalydiscovery bokeh-dashboard dashboard data-science data-stream datascience dataset dsio elasticsearch iot jupyter kibana machinelearning python sklearn timeseries

Last synced: 30 Jul 2024

https://github.com/firmai/data-science-career

Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository

analytics big-data business-analytics business-intelligence career data-science machine-learning resources

Last synced: 07 Aug 2024

https://github.com/sberbank-ai-lab/LightAutoML

LAMA - automatic model creation framework

automated-machine-learning automl blackbox classification data-science ensembling feature-engineering gradient-boosting kaggle lama linear-model model-selection multiclass nlp parameter-tuning pipeline pytorch regression stacking whitebox

Last synced: 07 Aug 2024

https://github.com/webartifex/intro-to-python

An intro to Python & programming for wanna-be data scientists

data-science introduction-to-programming jupyter python tutorial

Last synced: 03 Aug 2024

https://github.com/mlr-org/mlr3

mlr3: Machine Learning in R - next generation

classification data-science machine-learning mlr3 r r-package regression

Last synced: 30 Jul 2024

https://github.com/fraunhoferportugal/tsfel

An intuitive library to extract features from time series.

classification colab-notebook data-science feature-engineering feature-extraction time-series

Last synced: 30 Jul 2024

https://github.com/epsilla-cloud/vectordb

Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/

ai chatgpt data data-science database embeddings embeddings-similarity infrastructure llms machine-learning neural-network neural-search rag retrieval search-engine vector-database vector-search

Last synced: 01 Aug 2024

https://github.com/stitchfix/hamilton

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

dag data-engineering data-platform data-science dataframe etl etl-framework etl-pipeline feature-engineering featurization hamilton hamiltonian machine-learning numpy pandas python software-engineering stitch-fix

Last synced: 02 Aug 2024

https://github.com/JoaquinAmatRodrigo/skforecast

Time series forecasting with scikit-learn models

arima autoregressive-forecasting backtesting-forecasters data-science direct-forecasting exogenous-predictors forecasting lightgbm machine-learning multi-series-forecasting multi-step-forecasting multiple-time-series-forecasting probabilistic-forecasting python quantile-forecasting sarimax scikit-learn time-series weighted-time-series-forecasting xgboost

Last synced: 01 Aug 2024

https://github.com/nivu/ai_all_resources

A curated list of Best Artificial Intelligence Resources

artificial-intelligence convolutional-neural-networks data-science decision-trees deep-learning gan kmeans knn machine-learning mathematics neural-networks python random-forest regression reinforcement-learning rnn statistics statquest support-vector-machine tensorflow

Last synced: 01 Aug 2024

https://github.com/WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation, classification, clustering, forecasting, & anomaly detection on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

classification clustering data-mining data-science deep-learning forecasting healthcare imputation incomplete industrial interpolation machine-learning missing-values missingness neural-network partially-observed-time-series pytorch science-research time-series time-series-analysis

Last synced: 01 Aug 2024

https://github.com/turicas/rows

A common, beautiful interface to tabular data, no matter the format

convert-data csv data data-science excel hacktoberfest python table tabular-data xls xlsx

Last synced: 31 Jul 2024

https://github.com/ropensci/targets

Function-oriented Make-like declarative workflows for R

data-science high-performance-computing make peer-reviewed pipeline r r-package r-targetopia reproducibility reproducible-research rstats targets workflow

Last synced: 05 Aug 2024

https://github.com/GoogleCloudPlatform/DataflowJavaSDK

Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.

big-data data-analysis data-mining data-processing data-science google-cloud-dataflow

Last synced: 02 Aug 2024

https://github.com/egbertbouman/youtube-comment-downloader

Simple script for downloading Youtube comments without using the Youtube API

data-science data-scraper python youtube youtube-comments

Last synced: 01 Aug 2024

https://github.com/shenweichen/Coursera

Quiz & Assignment of Coursera

computer-vision coursera data-science data-structures deep-learning machine-learning natural-language-processing reinforcement-learning

Last synced: 07 Aug 2024

https://github.com/google/lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

bayesian data-science econometrics marketing-science mmm

Last synced: 02 Aug 2024

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: 31 Jul 2024

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: 07 Aug 2024

https://github.com/empathy87/The-Elements-of-Statistical-Learning-Python-Notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

data-analysis data-science machine-learning python sklearn statistical-learning tensorflow tutorials

Last synced: 02 Aug 2024

https://github.com/quixio/quix-streams

100% Python stream processing with Streaming DataFrames

data-engineering data-intensive-applications data-science event-driven-architecture kafka machine-learning python real-time-data-processing stream-processing stream-processor streaming-data streaming-data-pipelines streaming-data-processing time-series-data

Last synced: 04 Aug 2024

https://github.com/aeon-toolkit/aeon

A toolkit for machine learning from time series

data-mining data-science forecasting machine-learning scikit-learn time-series time-series-analysis time-series-classification time-series-clustering time-series-regression

Last synced: 31 Jul 2024

https://github.com/HazyResearch/meerkat

Creative interactive views of any dataset.

data-science foundation-models machine-learning ml pandas

Last synced: 31 Jul 2024

https://github.com/opengeos/streamlit-geospatial

A multi-page streamlit app for geospatial

data-science datascience dataviz geopython geospatial housing-data housing-market huggingface mapping open-source python real-estate streamlit streamlit-webapp

Last synced: 03 Aug 2024

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

Leave One Feature Out Importance

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

Last synced: 02 Aug 2024

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: 07 Sep 2024

https://github.com/d0r1h/ML-University

Machine Learning Open Source University

artificial-intelligence awsome awsome-list computer-science course data-science deep-learning free learning machine-learning mathematics natural-language-processing neural-network open-source reinforcement-learning university

Last synced: 03 Aug 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: 09 Aug 2024

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: 30 Jul 2024

https://github.com/tirthajyoti/Stats-Maths-with-Python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

analytics anova bayesian-statistics clustering data-science hypothesis-testing inferential-statistics machine-learning mathematical-programming mathematics matplotlib normal-distribution numerical-analysis numpy pandas probability python scipy statistics statsmodels

Last synced: 02 Aug 2024

https://github.com/zama-ai/concrete-ml

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

data-science fhe homomorphic-encryption machine-learning ppml privacy python scikit-learn tfhe torch

Last synced: 31 Jul 2024

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: 31 Jul 2024

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: 04 Aug 2024

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: 01 Aug 2024

https://github.com/OSGeo/grass

GRASS GIS - free and open-source geospatial processing engine

arrays data-science earth-observation geospatial geospatial-analysis gis grass-gis hacktoberfest image-processing jupyter machine-learning open-science parallel-computing python raster remote-sensing science spatial timeseries-analysis vector

Last synced: 01 Aug 2024

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: 31 Jul 2024

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: 31 Jul 2024

https://github.com/yoshoku/rumale

Rumale is a machine learning library in Ruby

artificial-intelligence data-analysis data-science machine-learning ml ruby rubyml

Last synced: 30 Jul 2024

https://github.com/abhayspawar/featexp

Feature exploration for supervised learning

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

Last synced: 07 Aug 2024

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: 31 Jul 2024

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: 02 Aug 2024

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: 01 Aug 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: 31 Jul 2024

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: 06 Aug 2024

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: 31 Jul 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: 01 Aug 2024

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: 31 Jul 2024

https://github.com/compdemocracy/polis

:milky_way: Open Source AI for large scale open ended feedback

civic-tech data-science deliberative-democracy participatory-democracy

Last synced: 01 Aug 2024

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

Linked Data Visualizations Across Multiple Files

data-science linked-data python visualization

Last synced: 05 Aug 2024

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: 31 Jul 2024

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: 13 Aug 2024

https://github.com/pdpipe/pdpipe

Easy pipelines for pandas DataFrames.

data data-science dataframe dataframes pandas pandas-dataframe pipeline

Last synced: 01 Aug 2024

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: 02 Aug 2024

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: 05 Aug 2024

https://github.com/run-house/runhouse

The fastest way to iterate and deploy AI workloads on your own infra. Unobtrusive, debuggable, PyTorch-like APIs.

api artificial-intelligence aws azure collaboration data-science deployment distributed fastapi gcp infrastructure machine-learning middleware observability python pytorch ray sagemaker serverless

Last synced: 31 Jul 2024

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: 01 Aug 2024

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: 01 Aug 2024

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: 05 Aug 2024

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: 02 Aug 2024

https://github.com/Kotlin/dataframe

Structured data processing in Kotlin

data-analysis data-science dataframe kotlin

Last synced: 01 Aug 2024

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: 15 Aug 2024

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: 01 Aug 2024

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: 31 Jul 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: 01 Aug 2024

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: 30 Jul 2024

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

R Weekly

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

Last synced: 07 Aug 2024

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

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

data-mining data-science machine-learning process-mining python

Last synced: 02 Aug 2024

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

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

data-mining data-science machine-learning process-mining python

Last synced: 07 Aug 2024

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: 31 Jul 2024

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: 02 Aug 2024

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: 07 Aug 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: 02 Aug 2024

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: 01 Aug 2024

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: 02 Aug 2024

https://github.com/rstojnic/lazydata

Lazydata: Scalable data dependencies for Python projects

data-science datamanagement machine-learning python

Last synced: 31 Jul 2024

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: 01 Aug 2024

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: 03 Aug 2024

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: 01 Aug 2024

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: 30 Jul 2024

https://github.com/chris-greening/instascrape

Powerful and flexible Instagram scraping library for Python, providing easy-to-use and expressive tools for accessing data programmatically

beginner-friendly data-mining data-science instagram instagram-data instagram-scraper lightweight python python-scraper python3 webscraping

Last synced: 01 Aug 2024

https://github.com/rnorm/book_sample

another book on data science

book data-science python r

Last synced: 07 Aug 2024

https://github.com/lgienapp/aquarel

Styling matplotlib made easy

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

Last synced: 31 Jul 2024

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