kachayev

Oleksii Kachaiev's starred repositories

numpy

The fundamental package for scientific computing with Python.

Language:PythonNOASSERTION27420 594 12708

mistral.rs

Blazingly fast LLM inference.

Language:RustMIT3281 29 199

Optim.jl

Optimization functions for Julia

Language:JuliaNOASSERTION1111 32 528

Distributions.jl

A Julia package for probability distributions and associated functions.

Language:JuliaNOASSERTION1099 38 907

lmfit-py

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

Language:PythonNOASSERTION1051 31 370

StaticArrays.jl

Statically sized arrays for Julia

Language:JuliaNOASSERTION758 15 609

pyRiemann

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

Language:PythonBSD-3-Clause621 31 105

geomloss

Geometric loss functions between point clouds, images and volumes

Language:PythonMIT579 13 71

KDEpy

Kernel Density Estimation in Python

Language:Jupyter NotebookBSD-3-Clause575 20 85

Convex.jl

A Julia package for disciplined convex programming

Language:JuliaNOASSERTION564 29 272

gmm-torch

Gaussian mixture models in PyTorch.

Language:PythonMIT500 2 27

hamiltorch

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

Language:Jupyter NotebookBSD-2-Clause406 14 21

MathOptInterface.jl

A data structure for mathematical optimization problems

Language:JuliaNOASSERTION386 23 646

Manifolds.jl

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

Language:JuliaMIT367 13 225

fooof

Parameterizing neural power spectra into periodic & aperiodic components.

Language:PythonApache-2.0352 27 192

TaylorSeries.jl

Taylor polynomial expansions in one and several independent variables.

Language:JuliaNOASSERTION345 17 136

SDDP.jl

A JuMP extension for Stochastic Dual Dynamic Programming

Language:JuliaNOASSERTION290 17 320

tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language:PythonMIT247 9 37

Gurobi.jl

A Julia interface to the Gurobi Optimizer

Language:JuliaMIT219 27 267

celer

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

Language:PythonBSD-3-Clause198 11 95

Craftax

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

Language:PythonMIT186 3 12

Ipopt.jl

A Julia interface to the Ipopt nonlinear solver

Language:JuliaNOASSERTION151 16 206

random-fourier-features

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

Language:PythonMIT90 3 3

jaxued

Language:PythonApache-2.055 10

kooplearn

A Python package to learn the Koopman operator.

Language:PythonMIT42 5 2

ksddescent

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

Language:PythonMIT21 2 1

koopcore

Koopman Kernels for Learning Dynamical Systems from Trajectory Data

Language:PythonMIT16 20

MMD-gradient-flow

Language:PythonBSD-3-Clause9 20

KernelsOperatorLearning

Language:Jupyter Notebook800

kale-flow

Language:Jupyter NotebookBSD-3-Clause8 40