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Starred repositories

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Python 56 7 Updated Aug 21, 2024

(Crafter + NetHack) in JAX. ICML 2024 Spotlight.

Python 187 16 Updated Sep 3, 2024

Koopman Kernels for Learning Dynamical Systems from Trajectory Data

Python 17 1 Updated Nov 23, 2023

A Python package to learn the Koopman operator.

Python 42 9 Updated Aug 29, 2024
Jupyter Notebook 8 3 Updated Apr 26, 2023

Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model

Python 90 21 Updated May 2, 2024

Statically sized arrays for Julia

Julia 761 147 Updated Jul 29, 2024

tsl: a PyTorch library for processing spatiotemporal data.

Python 252 24 Updated Sep 2, 2024

Manifolds.jl provides a library of manifolds aiming for an easy-to-use and fast implementation.

Julia 368 52 Updated Aug 30, 2024

Blazingly fast LLM inference.

Rust 3,347 241 Updated Sep 5, 2024

A Julia package for disciplined convex programming

Julia 564 120 Updated Jun 21, 2024

Taylor polynomial expansions in one and several independent variables.

Julia 346 52 Updated Aug 29, 2024

A Julia package for probability distributions and associated functions.

Julia 1,101 413 Updated Sep 5, 2024

A data structure for mathematical optimization problems

Julia 387 87 Updated Sep 4, 2024

Kernel Stein Discrepancy Descent : a method to sample from unnormalized densities

Python 21 3 Updated Apr 13, 2024

Optimization functions for Julia

Julia 1,114 217 Updated Jun 1, 2024

Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting.

Python 1,052 272 Updated Aug 21, 2024

A Julia interface to the Gurobi Optimizer

Julia 219 80 Updated Jul 29, 2024

A JuMP extension for Stochastic Dual Dynamic Programming

Julia 292 62 Updated Sep 5, 2024

A Julia interface to the Ipopt nonlinear solver

Julia 151 58 Updated Aug 8, 2024
Jupyter Notebook 8 Updated Dec 5, 2021

The fundamental package for scientific computing with Python.

Python 27,475 9,813 Updated Sep 5, 2024

Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.

Python 198 33 Updated Aug 1, 2024

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

Jupyter Notebook 406 61 Updated Aug 28, 2024

Gaussian mixture models in PyTorch.

Python 500 85 Updated Jul 15, 2023

Geometric loss functions between point clouds, images and volumes

Python 579 57 Updated Jan 19, 2024

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

Python 623 164 Updated Aug 26, 2024

Kernel Density Estimation in Python

Jupyter Notebook 575 90 Updated Sep 1, 2024

Parameterizing neural power spectra into periodic & aperiodic components.

Python 355 95 Updated Aug 8, 2024
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