YinTat / optimizationbookLinks
☆147Updated 5 months ago
Alternatives and similar repositories for optimizationbook
Users that are interested in optimizationbook are comparing it to the libraries listed below
Sorting:
- Tutorial on amortized optimization for learning to optimize over continuous domains☆248Updated last month
- About A collection of AWESOME things about information geometry Topics☆171Updated last year
- Parameter-Free Optimizers for Pytorch☆130Updated last year
- Repository for my convex optimization course.☆53Updated 4 years ago
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆129Updated last year
- Loopy belief propagation for factor graphs on discrete variables in JAX☆158Updated last year
- Folklore facts on probability distribution learning, testing, and whatever-ing☆268Updated 3 months ago
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆190Updated 11 months ago
- ☆239Updated 2 years ago
- ☆141Updated last week
- Collect optimizer related papers, data, repositories☆98Updated last year
- Neural network verification in JAX☆145Updated 2 years ago
- Compositional Linear Algebra☆491Updated 3 months ago
- Gaussian Processes and Statistical Decision-making in Non-Euclidean Spaces☆199Updated 3 years ago
- Matlab Notebook for visualizing random matrix theory results and their applications to machine learning☆133Updated 2 years ago
- LaTeX style file for the Journal of Machine Learning Research☆158Updated last year
- Agustinus' very opiniated publication-ready plotting library☆69Updated 6 months ago
- Riemannian Optimization Using JAX☆53Updated 2 years ago
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆400Updated last week
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆222Updated last year
- PEPit is a package enabling computer-assisted worst-case analyses of first-order optimization methods.☆92Updated last week
- A general-purpose, deep learning-first library for constrained optimization in PyTorch☆146Updated this week
- Optimization algorithm which fits a ResNet to CIFAR-10 5x faster than SGD / Adam (with terrible generalization)☆14Updated 2 years ago
- Materials of the Nordic Probabilistic AI School 2022.☆180Updated 3 years ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆104Updated 5 years ago
- Euclidean Wasserstein-2 optimal transportation☆47Updated 2 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆173Updated 6 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- ☆234Updated 9 months ago
- ☆28Updated last year