Numerical Linear Algebra
fastai
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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10.9KGitHub
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14.4KGitHub
Optax
google-deepmind
Optax is a gradient processing and optimization library for JAX.
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2.3KGitHub
Vizier
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
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1.7KGitHub
DeepSpeed
deepspeedai
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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42.5KGitHub
Diffrax
patrick-kidger
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
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2.1KGitHub
2KGitHub
Machine Learning Refined
neonwatty
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
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2.2KGitHub
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