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📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

Awesome Decision Science ⭐ 123

An evergrowing, professionally curated list of resources on everything decision-making: videos, tutorials, books, papers, theses, articles, datasets, and open-source libraries.

Stadata ⭐ 123

STADATA is a Python package that simplifies access to statistical data provided by BPS - Statistics Indonesia

Hierarchical Dnn Interpretations ⭐ 119

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

Awesome Shiny Apps For Statistics ⭐ 119

🌟 A curated list of Awesome Shiny Apps for Statistics (ASAS)🌟

Gun Violence Data ⭐ 114

A comprehensive, accessible database that contains records of over 260k US gun violence incidents from January 2013 to March 2018.

Introdatascience ⭐ 110

Notes on Data Science. 数理统计、机器学习和数据编程的学习笔记。

Probatus ⭐ 110

Validation of classifiers and data used to develop them

Introduction_to_statistical_learning_summary_python ⭐ 109

Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

Books related to AI/ML/DL/GENAI

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

Confidenceinterval ⭐ 101

The long missing library for python confidence intervals

💪 🤔 Modern Super Learning with Machine Learning Pipelines

Tabletransforms.jl ⭐ 98

Transforms and pipelines with tabular data in Julia

Data_sciences_campaign ⭐ 96

【数据科学家系列课程】

Metriculous ⭐ 94

Measure and visualize machine learning model performance without the usual boilerplate.

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Openml R ⭐ 90

R package to interface with OpenML

Berlin Time Series Analysis Repository

Doubleml For R ⭐ 88

DoubleML - Double Machine Learning in R

Deep R Programming (Open-Access Textbook)

Comparative Genomics Toolkit 3

Econometrics With Python ⭐ 77

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

Fairlens ⭐ 76

Identify bias and measure fairness of your data

Flatiron School Data Science Curriculum Resources ⭐ 75

Lesson material on data science and machine learning topics/concepts

Data Science Notes ⭐ 75

Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)

Ds Student Resources ⭐ 74

Data Science Student Companion Notebooks and Data Lake

An R package for calculating and drawing variable trees

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Dataframe ⭐ 69

DataFrame in Pharo - tabular data structures for data analysis

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.

Data Science ⭐ 64

Data science tooling for Racket

Vtuber Livechat Dataset ⭐ 63

📊 VTuber 1B: Billion-scale Live Chat and Moderation Event Dataset

Stata Fundamentals ⭐ 62

D-Lab's 9 hour introduction to performing data analysis with Stata. Learn how to program, conduct data analysis, create visualization, and conduct statistical analyses in Stata.

Machine Learning for Engineers in Python

Pipeliner ⭐ 61

Machine learning pipelines for R.

Diffpriv ⭐ 58

Easy differential privacy in R

Pyprocessmacro ⭐ 56

A Python library for moderation, mediation and conditional process analysis.

Awesome Datascience Python ⭐ 56

Awesome list Data Science and Python. 🐍

Ciencia De Dados Projetos ⭐ 55

Repositório para meus projetos de ciência de dados (Web scraping e automação + análise exploratória de dados + machine learning + sistema de recomendação)

Data Analyst Roadmap ⭐ 55

Data-Analyst-Roadmap for Professionals. This roadmap contains 8 Chapters that can be completed in 8 weeks, whether you are a fresher in the field or an experienced professional who wants to transition into Data Analysis.

Causeinfer ⭐ 54

Machine learning based causal inference/uplift in Python

Machinelearningstatistics ⭐ 54

Machine learning and statistics for physicists

Menelaus ⭐ 54

Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.

Tlverse Handbook ⭐ 51

🎯 📕 Targeted Learning in R: A Causal Data Science Handbook

Conjugate_prior ⭐ 51

Implementation of the conjugate prior table for Bayesian Statistics

Judgyprophet ⭐ 51

Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).

Economics and Pricing in R

Xplainable ⭐ 48

Real-time explainable machine learning for business optimisation

Veridical Flow ⭐ 48

Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.

25daysinmachinelearning ⭐ 48

I will update this repository to learn Machine learning with python with statistics content and materials

Farolcovid ⭐ 48

🚦🏥. Ferramenta de monitoramento do risco de colapso no sistema de saúde em municípios brasileiros com a Covid-19 • Monitoring tool & simulation of the risk of collapse in Brazilian municipalities' health system due to Covid-19

Science And Machine Learning Research ⭐ 47

Science & ML Research

Tatevkaren Data Science Portfolio ⭐ 46

Data Science Portfolio of Tatev Karen Aslanyan including Case Studies and Research Projects that I have completed that solve business problems or introduce new products. Case Study papers, codes, and additional resources are all included.

A Toolkit for Interactive Statistical Data Visualization

Targets Minimal ⭐ 45

A minimal example data analysis project with the targets R package

📈🔍 Lets Python do AB testing analysis

Aiml Projects ⭐ 44

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

Ats655 Coursematerial ⭐ 43

Course material for ATS 655: Objective Analysis with Prof. Elizabeth Barnes, Dept. of Atmospheric Science, Colorado State University.

Publications ⭐ 42

My publications on Medium

Analyticswithanand ⭐ 40

This repository contains all the codes,ppts,project & interview questions which I have used in my LIVE CLASS on YouTube and any other relevant documents and assignments related to the course.

Tales Science Data ⭐ 40

WORK UNDER RESTRUCTURING

Introduction to Data Science with R (Sciences Po, Paris, 2023)

Agefromname ⭐ 40

Predict age and gender from a first name

A toolkit for easily building and evaluating machine learning models.

A Dynamic Web Toolbox for Interactive Data Processing, Analysis, and Visualization

Pyclustertend ⭐ 39

A python package to assess cluster tendency

Data Science And Machine Learning Resources ⭐ 37

List of Data Science and Machine Learning Resource that I frequently use

Wikirepo ⭐ 36

Python based Wikidata framework for easy dataframe extraction

Pwsh Prelude ⭐ 35

PowerShell “standard” library for supercharging your productivity. Provides a powerful cross-platform scripting environment enabling efficient analysis and sustainable science in myriad contexts.

Eng. Mohamed Hammad Ai Recommendations ⭐ 35

The repo contains books, tutorials and resources based on Eng Mohammed Hammad's recommendations.

Statistics And Econometrics For Data Science ⭐ 34

This repository contains notebooks for understanding some concepts of statistics and econometrics that can be helpful in data science

Linkedin Visualizer ⭐ 34

The missing feature in LinkedIn

A scikit-learn compatible library for anomaly detection

Three fast ROC AUC calculation implementations for python

Awesome Javascript Data Science ⭐ 33

Awesome JavaScript Data Science

Astrostatistics_bicocca_2023 ⭐ 32

Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

Chatistics ⭐ 32

A WhatsApp Chat analyzer and statistics.

Mathematics_for_machine_learning ⭐ 32

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

Obscure_stats ⭐ 29

A small collection of lesser-known statistical measures

Complete Data Science Roadmap ⭐ 29

Complete Roadmap For Data Science

Model Validation Toolkit ⭐ 29

Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production and monitoring them after deployment to production.

Teaching Notes ⭐ 29

Notes from courses and workshops I've taught or assisted with at UC Davis and UC Berkeley.

Data Science Prep ⭐ 28

Problems from https://datascienceprep.com/

Rahul_raoniar_blogs ⭐ 28

Contains code and data for "The Researchers' Guide" Medium blogs

Data_vis_statistics_geosciences ⭐ 28

This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is in session through the most recent branch. See master version for current class.

Product of Pragmatic AI Labs: Machine Learning, Statistics and Utilities around Developer Productivity, Company Productivity and Project Productivity

Essential Statistics For Non Stem Data Analysts ⭐ 25

Hands-On Statistics for Data Science, published by Packt

Just the stuff from the faculty (homework, projects, lectures)

Datatalks ⭐ 24

A list of past meetups of the DataTalks meetup series and related resources.

Pandas Estat ⭐ 24

政府統計総合窓口 e-Stat のデータを Pandas DataFrame 形式で取得します。

Scripts + data to recreate analyses published on http://benjaminlmoore.wordpress.com and http://blm.io

Teach R Online ⭐ 23

Materials for the Teaching statistics and data science online workshops in July 2020

Clogistic ⭐ 23

Logistic regression with bound and linear constraints. L1, L2 and Elastic-Net regularization.

Machine Learning For Economic Analysis ⭐ 23

Material for the exercise sessions of master course Machine Learning for Economic Analysis @UZH

Data Science Learning Paths ⭐ 22

Practical data science courses - from basic to intermediate

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

Sdss 2019 ⭐ 22

Slides and code for the "Modeling in the Tidyverse" short course on Wednesday, May 29 2019 at SDSS (Symposium on Data Science and Statistics).

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