The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
Repository Index
47,133 repositories indexed
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Solve puzzles. Learn CUDA.
- cuda
- machine-learning
- puzzles
Translatedcvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 collection of papers/code/interpretations/live streams, compiled by the 极市 (Jishi, "Extreme Mart") team
- computer-vision
- cvpr2020
- cvpr2019
- deep-learning
A collection of resources and papers on Diffusion Models
- diffusion-models
- generative-model
- machine-learning
- score-matching
TranslatedHand-written implementations of all the algorithms in Li Hang's book "Statistical Learning Methods" (《统计学习方法》)
- machine-learning-algorithms
- code
- statistical-learning-method
I am trying to describe complex matters in simple doodles!
TranslatedLeetCode solutions, complete edition with 151 problems.
Minimal and clean examples of machine learning algorithms implementations
- machine-learning
- deep-learning
- neural-networks
- machine-learning-algorithms
This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Open Machine Learning Course
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
- data-science
- machine-learning-production
- mlops
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
- deep-learning
- mit
- self-driving-cars
- deep-reinforcement-learning
Translated:zap: Machine Learning in Action (Python3): kNN, decision tree, Bayes, logistic regression, SVM, linear regression, tree regression
- adaboost
- logistic
- svm
- smo
Techniques for deep learning with satellite & aerial imagery
- deep-learning
- deep-neural-networks
- satellite-imagery
- pytorch
Data science interview questions and answers
- data-science
- machine-learning
- interview-questions
- data-science-interviews
A resource repository for 3D machine learning
- 3d-reconstruction
- papers
- neural-networks
- 3d
A community driven list of useful Emacs packages, libraries and other items.
TensorFlow Tutorials with YouTube Videos
A curated list of practical financial machine learning tools and applications.
TensorFlow tutorials and best practices.
Classical equations and diagrams in machine learning
An awesome list of awesome YouTubers that teach about technology. Tutorials about web development, computer science, machine learning, game development, cybersecurity, and more.
- awesome
- awesome-list
- list
- youtubers