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owainlewis/awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

13.0K
Stable
AI Courses & Learning Resources
#artificial-intelligence#machine-learning#deep-learning

JWarmenhoven/ISLR-python

Python implementation of the machine learning techniques from the ISLR textbook.

4.4K
Archived
Jupyter Notebook
Machine Learning Ops
Tutorials & Courses
Jupyter Notebook
#machine-learning#predictive-modeling#statistical-learning

BayesWitnesses/m2cgen

Transform ML models into native code (Java, C, Python, Go, etc.) with zero dependencies

3.0K
Archived
Python
AI SDKs & Wrappers
CLI Tools
Python
#machine-learning#code-generation#model-deployment

szcf-weiya/ESL-CN

A comprehensive Chinese translation, implementation, and solution set for the Elements of Statistical Learning (ESL).

2.7K
Stable
Jupyter Notebook
Tutorials & Courses
Machine Learning
Jupyter Notebook
#machine-learning#statistical-learning#textbook

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

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

decisionintelligence/TFB

A comprehensive and fair benchmark for time series forecasting methods, including deep learning and statistical techniques.

1.7K
Active
Shell
Benchmarking
Time Series
#time-series-forecasting#benchmarking#deep-learning

DrWaleedAYousef/Teaching

A collection of teaching materials covering various topics in computer science, data science, and mathematics.

1.0K
Archived
Mathematica
Tutorials & Courses
Data Science
#computer-science#data-science#mathematics

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