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d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

ddbourgin/numpy-ml

A comprehensive machine learning library in Python with implementations of various algorithms and models.

16.3K
Archived
Python
ML Ops
#machine-learning#numpy#deep-learning

bayesian-optimization/BayesianOptimization

A Python library for global optimization using Gaussian processes, useful for AI/ML developers.

8.6K
Stable
Python
Optimization
Libraries
Python
#optimization#gaussian-processes#machine-learning

cornellius-gp/gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch for GPU-accelerated machine learning.

3.8K
Active
Python
ML Ops
Inference
PyTorch
#gaussian-processes#gpu-acceleration#machine-learning

google/neural-tangents

Neural Tangents is a Python library for fast and easy infinite neural networks using JAX.

2.4K
Archived
Jupyter Notebook
LLM Frameworks
API Frameworks
JAX
#neural-networks#bayesian-inference#gaussian-processes

krasserm/bayesian-machine-learning

This repository provides Jupyter notebooks for learning about Bayesian methods for machine learning.

1.9K
Archived
Jupyter Notebook
Machine Learning
Machine Learning
#bayesian-methods#machine-learning#gaussian-processes

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

automl/SMAC3

SMAC3 is a versatile Bayesian optimization package for hyperparameter optimization in machine learning models.

1.2K
Stable
Python
Automated Machine Learning
Hyperparameter Optimization
#algorithm-configuration#bayesian-optimization#hyperparameter-tuning

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