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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: 2025-02-18 00:08:05 UTC
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https://rivasiker.github.io/ggHoriPlot/

A user-friendly, highly customizable R package for building horizon plots in ggplot2

data-science data-visualization ggplot2 horizon-plots r r-package

Last synced: 13 Nov 2024

https://github.com/rivasiker/ggHoriPlot

A user-friendly, highly customizable R package for building horizon plots in ggplot2

data-science data-visualization ggplot2 horizon-plots r r-package

Last synced: 12 Nov 2024

https://github.com/aws-samples/aws-ml-jp

SageMakerで機械学習モデルを構築、学習、デプロイする方法が学べるNotebookと教材集

aws data-science deep-learning jupyter-notebook machine-learning mlops sagemaker

Last synced: 08 Nov 2024

https://github.com/apache/incubator-liminal

Apache Liminals goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful experiment to an automated pipeline of model training, validation, deployment and inference in production. Liminal provides a Domain Specific Language to build ML workflows on top of Apache Airflow.

ai airflow big-data data-science machine-learning ml workflows

Last synced: 26 Jan 2025

https://github.com/arabacibahadir/sup-res

A great companion for finding key support and resistance levels on financial charts, cryptocurrencies.

algotrade analysis binance binance-api bitcoin cryptocurrency data-science finance pandas pinescript python stock telegram telegram-bot tradingview

Last synced: 27 Oct 2024

https://github.com/ropensci/tarchetypes

Archetypes for targets and pipelines

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

Last synced: 09 Feb 2025

https://github.com/materialsproject/matbench

Matbench: Benchmarks for materials science property prediction

benchmark chemistry condensed-matter data-science machine-learning machine-learning-algorithms materials-science physics

Last synced: 09 Feb 2025

https://github.com/egenn/rtemis

Advanced Machine Learning and Visualization

data-science data-visualization machine-learning machine-learning-library r rstats visualization

Last synced: 16 Feb 2025

https://github.com/ayush1997/YouTube-Like-predictor

YouTube Like Count Predictions using Machine Learning

data-analysis data-science machine-learning predictive-analysis random-forest visualization youtube-api

Last synced: 27 Nov 2024

https://github.com/mlr-org/mlr3pipelines

Dataflow Programming for Machine Learning in R

bagging data-science dataflow-programming ensemble-learning machine-learning mlr3 pipelines preprocessing r r-package stacking

Last synced: 15 Feb 2025

https://github.com/dlab-berkeley/R-Fundamentals-Legacy

D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RStudio.

automation data-science data-visualization data-wrangling r

Last synced: 11 Nov 2024

https://github.com/durgeshsamariya/data-science-machine-learning-project-with-source-code

Data Science and Machine Learning projects with source code.

artificial-intelligence awesome awesome-list data-science data-science-projects machine-learning machine-learning-projects python

Last synced: 08 Nov 2024

https://github.com/kwmsmith/scipy-2017-cython-tutorial

Material for the SciPy 2017 Cython tutorial

c c-plus-plus cython data-science docker machine-learning notebook performance python

Last synced: 14 Oct 2024

https://github.com/jupyterhub/repo2docker-action

A GitHub action to build data science environment images with repo2docker and push them to registries.

actions binder data-science datascience docker jupyter jupyter-notebook repo2docker repo2docker-action

Last synced: 13 Feb 2025

https://github.com/rk2900/drsa

Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementation of our AAAI 2019 paper and a benchmark for several (Python) implemented survival analysis methods.

data-science deep-learning machine-learning survival-analysis

Last synced: 07 Nov 2024

https://github.com/hamelsmu/Seq2Seq_Tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 29 Oct 2024

https://github.com/dogoncouch/logdissect

CLI utility and Python module for analyzing log files and other data.

cli command-line data-analysis data-science forensic-analysis forensics json library log-analysis log-parser module parser parsing parsing-library python-library python-module python-modules security syslog

Last synced: 18 Feb 2025

https://github.com/hamelsmu/seq2seq_tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 27 Oct 2024

https://github.com/picnicml/doddle-model

:cake: doddle-model: machine learning in Scala.

breeze data-science doddle-model machine-learning scala

Last synced: 18 Nov 2024

https://github.com/pablormier/yabox

Yet another black-box optimization library for Python

algorithms black-box black-box-optimization data-science differential-evolution evolutionary-algorithms minimization optimization parallel python python3 stochastic-algorithms

Last synced: 14 Feb 2025

https://github.com/doubleml/doubleml-for-r

DoubleML - Double Machine Learning in R

causal-inference data-science double-machine-learning econometrics machine-learning mlr3 r statistics

Last synced: 17 Feb 2025

https://github.com/hhhrrrttt222111/ds_and_ml_projects

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

data-science data-visualization hacktoberfest keras keras-tensorflow knn-classification linear-regression logistic-regression machine-learning machine-learning-algorithms matplotlib naive-bayes-classifier opencv python scikit-learn seaborn tensorflow

Last synced: 14 Dec 2024

https://github.com/jacobgil/confidenceinterval

The long missing library for python confidence intervals

data-science machine-learning metrics statistics

Last synced: 13 Feb 2025

https://github.com/genular/simon-frontend

PANDORA :computer:

bioinformatics biomarkers clinical-data clustering data-integration data-mining data-science data-visualization drug-discovery genomic-data-analysis machine-learning microbiome pandora predictive-analytics systems-biology transcriptomics tsne umap unsupervised-machine-learning

Last synced: 23 Jan 2025

https://github.com/mmbazel/springboard-datasciencetrack-student

Springboard Program: Data Science Career Track - NLP

capstone data-science data-wrangling datasciencedreamjob dsdj mikikobazeley nlp python springboard

Last synced: 18 Nov 2024

https://github.com/bcg-x-official/artkit

Automated prompt-based testing and evaluation of Gen AI applications

asyncio data-science gen-ai genai python red-teaming test-automation

Last synced: 12 Feb 2025

https://github.com/jialuechen/libtca

Python Library for Transaction Cost Analysis (TCA)

algorithmic-trading best-execution data-science gpu high-frequency-data jax limit-order-book order-book price-impact propagator python quantitative-finance reinforcement-learning statistics

Last synced: 11 Jan 2025

https://github.com/DataHaskell/dh-core

Functional data science

data-analysis data-mining data-science dataframes datahaskell datasets machine-learning numerical-methods

Last synced: 30 Oct 2024

https://github.com/minerva-ml/steppy

Lightweight, Python library for fast and reproducible experimentation :microscope:

data-science deep-learning image-processing machine-learning minimal-interface nlp open-source pipeline python python-library python3 reproducibility reproducible-research steppy steppy-library steppy-toolkit steps

Last synced: 30 Oct 2024

https://github.com/lynxkite/lynxkite

The complete graph data science platform

complex-networks data-science graph-algorithms graph-visualization hacktoberfest machine-learning

Last synced: 08 Nov 2024

https://github.com/genular/pandora

PANDORA - Predictive Analytics aNd Data Oriented Research Applications :computer:

Last synced: 04 Nov 2024

https://github.com/ing-bank/probatus

Validation (like Recursive Feature Elimination for SHAP) of (multiclass) classifiers & regressors and data used to develop them.

binary-classifiers data-analysis data-science feature-elimination machine-learning multi-class-classification recursive-feature-elimination regressors shap statistics tree-model

Last synced: 15 Feb 2025

https://github.com/yizhe-ang/k-means-explorable

An Explorable Explainer of K-Means Clustering

ai clustering data-science explorable explorable-explanations javascript machine-learning svelte

Last synced: 16 Nov 2024

https://github.com/ray-project/xgboost_ray

Distributed XGBoost on Ray

dask data-science kaggle machine-learning modin xgboost

Last synced: 12 Feb 2025

https://github.com/EnvironmentOntology/envo

A community-driven ontology for the representation of environments

data-management data-science earth-science ecoinformatics ecology environment esip obofoundry ontology planetary-science semantics sustainable-development-goals

Last synced: 04 Nov 2024

https://github.com/george0st/qgate-model

The ML/AI meta-model, the source for qgate-sln-<solution> such as MLRun/Iguazio, etc.

data-science feature-store iguazio machine machine-learning mlops mlrun model quality-assessment quality-assurance quality-gate testing

Last synced: 31 Dec 2024

https://github.com/BCG-X-Official/artkit

Automated prompt-based testing and evaluation of Gen AI applications

asyncio data-science gen-ai genai python red-teaming test-automation

Last synced: 02 Dec 2024

https://github.com/gtkcyber/griffon-vm

Griffon Data Science Virtual Machine

apache-drill apache-spark big-data data-science database elasticsearch hadoop jupyter-notebook mysql node-js python r ruby scala virtual-machine

Last synced: 14 Feb 2025

https://github.com/aydinnyunus/wallet-tracker

Detect real scammers with Wallet-Tracker CLI from anywhere.

bitcoin blueteam btc cli dashboard data-science database docker docker-compose eth ethereum golang graph hacking neo4j neodash visualization websocket

Last synced: 10 Feb 2025

https://github.com/morganjwilliams/pyrolite

A set of tools for getting the most from your geochemical data.

chemistry data-science geochemical-data geochemistry geoscience pyrolite ternary-diagrams

Last synced: 25 Oct 2024

https://github.com/kraina-ai/srai

Spatial Representations for Artificial Intelligence

artificial-intelligence data-science geo geospatial machine-learning python spatial spatial-analysis srai

Last synced: 13 Feb 2025

https://github.com/ahmedkhemiri95/PDFs-TextExtract

Multiple and Large PDF Documents Text Extraction.

data-science extract-text parser pdf pdf-document pdf-processing pdfminer pdfs pdfs-textextract pypdf2 python text-analytics

Last synced: 04 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: 15 Feb 2025

https://github.com/njtierney/rmd4sci

Rmarkdown for Scientists

book bookdown data-science r rmarkdown rstats science

Last synced: 27 Oct 2024

https://github.com/suji04/normalizednerd

Codes for the videos of my YouTube channel

data-science machine-learning python tutorial youtube

Last synced: 14 Feb 2025

https://github.com/khuyentran1401/reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

data-science machine-learning mlops mlops-workflow python

Last synced: 26 Nov 2024

https://github.com/trainingbypackt/data-wrangling-with-python

Simplify your ETL processes with these hands-on data sanitation tips, tricks, and best practices

analytics beautifulsoup data-analytics data-munging data-science data-wrangling database numpy pandas python regular-expression web-scraping

Last synced: 14 Feb 2025

https://github.com/online-ml/deep-river

data-science deep-learning incremental-learning machine-learning neural-network online-deep-learning online-learning outlier-detection pytorch stream

Last synced: 12 Feb 2025

https://github.com/ModelChimp/modelchimp

Experiment tracking for machine and deep learning projects

ai artificial-intelligence data-science deep-learning experiment machine-learning ml model-management platform tool

Last synced: 27 Oct 2024

https://github.com/safe-graph/UGFraud

An Unsupervised Graph-based Toolbox for Fraud Detection

anomaly-detection data-science fraud-detection fraud-prevention graph-algorithms machine-learning opensource outlier-detection security-tools spam-detection toolbox

Last synced: 16 Nov 2024

https://github.com/storopoli/ciencia-de-dados

Disciplina de Ciências de Dados da UNINOVE

aprendizagem-de-maquina aprendizagem-profunda ciencia-de-dados data-science deeplearning machinelearning matplotlib pandas python pytorch scikit-learn tensorflow

Last synced: 26 Dec 2024

https://github.com/safe-graph/ugfraud

An Unsupervised Graph-based Toolbox for Fraud Detection

anomaly-detection data-science fraud-detection fraud-prevention graph-algorithms machine-learning opensource outlier-detection security-tools spam-detection toolbox

Last synced: 10 Feb 2025

https://github.com/machine-learning-apps/ml-template-azure

Template for getting started with automated ML Ops on Azure Machine Learning

aml azure azure-machine-learning data-science machine-learning machine-learning-lifecycle mlops

Last synced: 02 Nov 2024

https://github.com/RamiKrispin/Introduction-to-Docker

(WIP) Getting started with Docker - An introduction to Docker with data science and engineering applications

data-engineering data-science docker dockerfile

Last synced: 25 Oct 2024

https://github.com/laura-rieger/deep-explanation-penalization

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

ai artificial-intelligence cdep convolutional-neural-network data-science deep-learning explainability explainable-ai fairness fairness-ml feature-importance interpretability interpretable-deep-learning jupyter-notebook machine-learning ml neural-network python pytorch recurrent-neural-network

Last synced: 15 Nov 2024

https://github.com/scitime/scitime

Training time estimation for scikit-learn algorithms

data-science machine-learning python scikit-learn timer

Last synced: 01 Nov 2024

https://github.com/csinva/hierarchical-dnn-interpretations

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

acd ai artificial-intelligence convolutional-neural-networks data-science deep-learning deep-neural-networks explainability explainable-ai feature-importance iclr interpretability interpretation jupyter-notebook machine-learning ml neural-network python pytorch statistics

Last synced: 06 Jan 2025

https://github.com/mszell/introdatasci

Course materials for: Introduction to Data Science and Programming

course-materials crash-course data-science network-analysis pandas-python programming programming-courses python teaching-materials

Last synced: 12 Nov 2024

https://github.com/tpoisot/scientificcomputingfortherestofus

Introduction to Scientific Computing 🦊

best-practices data-science educational-resources julia machine-learning reproducible-documents scientific-computing

Last synced: 16 Feb 2025

https://github.com/datacamp/viewflow

Viewflow is an Airflow-based framework that allows data scientists to create data models without writing Airflow code.

airflow apache-airflow data-engineering data-science packages python workflow

Last synced: 19 Dec 2024

https://github.com/romanmichaelpaolucci/AI_Stock_Trading

Design pattern for critical stages in the development process of an AI Stock Trading Bot

artificial-intelligence data-science machine-learning neural-network python trading trading-algorithms trading-bot trading-strategies

Last synced: 07 Nov 2024

https://github.com/tpoisot/ScientificComputingForTheRestOfUs

Introduction to Scientific Computing 🦊

best-practices data-science educational-resources julia machine-learning reproducible-documents scientific-computing

Last synced: 13 Nov 2024

https://github.com/souravbhadra/raster4ml

A geospatial raster processing library for machine learning

agriculture-research data-science geospatial-data machine-learning python remote-sensing vegetation vegetation-index

Last synced: 29 Jan 2025

https://github.com/scrapinghub/python-simhash

An efficient simhash implementation for python

data-science

Last synced: 10 Nov 2024

https://github.com/winvector/pyvtreat

vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.

data-science machine-learning pydata python

Last synced: 12 Feb 2025

https://github.com/adijo/data-science-prep

Problems from https://datascienceprep.com/

data-science data-science-interview datascience interview-prep machine-learning machine-learning-interview machinelearning probability statistics

Last synced: 08 Nov 2024

https://github.com/WinVector/pyvtreat

vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.

data-science machine-learning pydata python

Last synced: 22 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: 12 Feb 2025

https://github.com/autoviml/deep_autoviml

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

autokeras automl data-science deep-learning gcp keras machine-learning mlflow mljar pycaret python tensorflow tensorflow2 tpot

Last synced: 12 Feb 2025

https://github.com/vkoul/Econ-Data-Science

Articles/ Journals and Videos related to Economics:chart_with_upwards_trend: and Data Science :bar_chart:

casual-inference data-science econometrics economics economist machine-learning social-sciences

Last synced: 13 Nov 2024

https://github.com/linogaliana/python-datascientist

Dépôt associé au cours Python pour data scientists (ENSAE 2e année)

data-science jupyter jupyter-notebook machine-learning opendata python teaching

Last synced: 14 Feb 2025

https://github.com/jadianes/spark-r-notebooks

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

big-data bigdata data-analysis data-science exploratory-data-analysis jupyter jupyter-notebook notebook r sparkr

Last synced: 09 Nov 2024

https://github.com/CertifaiAI/classifai

:fire: One of the most comprehensive open-source data annotation platform.

annotation annotation-tool big-data computervision data-annotation data-collection data-science deep-learning labelling machine-learning

Last synced: 17 Nov 2024

https://github.com/napjon/krisk

Statistical Interactive Visualization with pandas+Jupyter integration on top of Echarts.

dashboard data-science data-visualization echarts interactive-charts jupyter-notebook python

Last synced: 18 Dec 2024

https://github.com/winvector/data_algebra

Codd method-chained SQL generator and Pandas data processing in Python.

data-analysis data-science pandas python

Last synced: 16 Feb 2025

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: 16 Nov 2024

https://github.com/jakekandell/nba-predict

Predicts Daily NBA Games Using a Logistic Regression Model

data-science logistic-regression model nba nba-analytics nba-prediction nba-stats pandas prediction predictive-modeling python python3 scikit-learn

Last synced: 07 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: 15 Feb 2025

https://github.com/yandexdataschool/roc_comparison

The fast version of DeLong's method for computing the covariance of unadjusted AUC.

data-science statistics

Last synced: 06 Nov 2024

https://github.com/autoviml/pandas_dq

Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.

data data-science dataquality dataqualitycheck machine-learning pandas python scikit-learn

Last synced: 13 Feb 2025

https://github.com/diffusionkinetics/open

DiffusionKinetics open-source monorepo

data-science haskell

Last synced: 13 Feb 2025

https://github.com/mybridge/learn-machine-learning

Learn to Build a Machine Learning Application from Top Articles

computer-vision data-science deep-learning machine-learning neural-networks

Last synced: 29 Dec 2024

https://github.com/medtagger/MedTagger

A collaborative framework for annotating medical datasets using crowdsourcing.

crowdsourcing data-science data-validation deep-learning labeling medical-imaging

Last synced: 15 Nov 2024

https://github.com/LankyCyril/pyvenn

Python module for plotting Venn diagrams of 2..6 sets

data-science matplotlib matplotlib-venn venn venn-diagram venndiagram visualization

Last synced: 15 Nov 2024

https://github.com/ColtAllen/btyd

Buy Till You Die and Customer Lifetime Value statistical models in Python.

bayesian buy-til-you-die customer-lifetime-value data-science python

Last synced: 13 Nov 2024

https://github.com/dltk/models

DLTK Model Zoo

cnn data-science deep-learning deep-neural-networks dltk dltk-model-zoo machine-learning medical medical-image-processing medical-imaging models pre-trained

Last synced: 09 Nov 2024

https://github.com/sravb/algorithmic-trading

Algorithmic trading using machine learning.

algorithmic-trading data-mining data-science decision-tree google-finance machine-learning matplotlib pandas python scikit-learn scipy stock

Last synced: 07 Nov 2024

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/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: 12 Feb 2025

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: 12 Feb 2025

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: 17 Feb 2025

https://github.com/tiannaparris/data-analysis-portfolio

This is a repository that I have created to showcase skills, share projects and track my progress in Data Analytics / Data Science related topics.

data-analysis data-science data-visualization excel matplotlib pandas portfolio powerbi python r scipy seaborn sql tableau

Last synced: 10 Dec 2024

https://github.com/broadinstitute/depmap_omics

What you need to process the Quarterly DepMap-Omics releases from Terra

cancer-genomics cloud-computing data-science depmap

Last synced: 31 Dec 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