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hardikkamboj/An-Introduction-to-Statistical-Learning

This repository provides Python implementations of exercises from the book 'An Introduction to Statistical Learning'.

2.5K
Archived
Jupyter Notebook
Data Science
Machine Learning
Python
#data-science#machine-learning#statistical-learning

benedekrozemberczki/awesome-decision-tree-papers

A curated collection of research papers on decision, classification and regression trees with implementations.

2.5K
Stable
Python
Machine Learning Research
Machine Learning
Python
#decision-trees#classification-models#regression-trees

jayinai/data-science-question-answer

A collection of data science related questions and answers for developers.

2.4K
Archived
Jupyter Notebook
Databases
ML Ops
#data-science#machine-learning#deep-learning

unslothai/hyperlearn

High-performance machine learning algorithms with 2-2000x speed and 50% less memory usage for all hardware.

2.4K
Archived
Jupyter Notebook
ML Ops
Machine Learning
Jupyter Notebook
#machine-learning#performance#optimization

markrogoyski/math-php

Powerful math library for PHP with features like statistics, probability distributions, linear algebra, and more.

2.4K
Active
PHP
API Frameworks
Libraries
#math#statistics#linear-algebra

rmcelreath/stat_rethinking_2023

This is a course repository for the Statistical Rethinking course in R, not a developer discovery platform.

2.4K
Archived
R
Tutorials & Courses
#statistics#rethinking#R

rmcelreath/rethinking

An R package for Bayesian data analysis and statistical rethinking.

2.4K
Archived
R
Tutorials & Courses
Backend Frameworks
#statistics#bayesian#data-analysis

likaia/nginxpulse

Lightweight Nginx access log analysis and visualization panel with real-time statistics, PV filtering, and IP/client parsing.

2.3K
Active
Go
API Frameworks
CLI Tools
#nginx#log-analysis#visualization

TuringLang/Turing.jl

Turing.jl is a powerful Bayesian inference library for probabilistic programming in the Julia language.

2.2K
Active
Julia
LLM Frameworks
API Frameworks
#bayesian-inference#probabilistic-programming#bayesian-statistics

Ashutosh00710/github-readme-activity-graph

A TypeScript library that generates a dynamic GitHub activity graph to display your recent contributions.

2.2K
Stable
TypeScript
CLI Tools
Frontend Frameworks
TypeScript
#github-activity#contribution-graph#visualization

orico/www.mlcompendium.com

A comprehensive compendium of resources for machine learning and deep learning development.

2.2K
Experimental
LLM Frameworks
Tutorials & Courses
Gitbook
#machine-learning#deep-learning#data-science

IndrajeetPatil/ggstatsplot

ggstatsplot is an R library that enhances ggplot2 visualizations with statistical analysis and hypothesis testing.

2.2K
Active
R
Data Visualization
Testing
R
#ggplot2#statistics#data-analysis

wzyonggege/statistical-learning-method

A collection of notes and Python implementations of statistical learning methods.

2.2K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Python
#statistical-learning#machine-learning#python-implementation

asadoughi/stat-learning

This is a set of notes and exercise attempts for the book 'An Introduction to Statistical Learning'.

2.2K
Archived
HTML
Books & Guides
#statistics#machine-learning#data-science

RJT1990/pyflux

Open source time series library for Python, useful for statistical analysis and modeling.

2.1K
Archived
Python
Databases
ORMs & Query Builders
Python
#time-series#statistics#data-analysis

minimaxir/facebook-page-post-scraper

A Python scraper for extracting data from Facebook Page posts for statistical analysis.

2.1K
Archived
Python
API Clients & Testing
Backend Frameworks
Python
#facebook#scraper#data-analysis

Jon-Becker/prediction-market-analysis

Framework for collecting and analyzing prediction market data with comprehensive Polymarket/Kalshi datasets.

2.1K
Active
Python
ETL & Pipelines
Example Projects
Python
#prediction-markets#polymarket#kalshi

GiovineItalia/Gadfly.jl

Crafty statistical graphics library for the Julia programming language

1.9K
Stable
Julia
Plotting
Backend Frameworks
#plotting#graphics#data-visualization

sipcapture/homer

HOMER is an open-source SIP, VoIP, and RTC packet capture and monitoring tool for developers and network administrators.

1.9K
Active
Shell
API Frameworks
CLI Tools
#sip#voip#rtc

GPflow/GPflow

GPflow is a Gaussian processes library built on top of TensorFlow, providing tools for Bayesian machine learning.

1.9K
Experimental
Python
Gaussian Processes
API Frameworks
TensorFlow
#bayesian-statistics#deep-learning#gaussian-processes
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