mawbray

mawbray's Stars

• gradio-app/gradio

  Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

  Language:Python32.1k1704.7k2.4k

• KindXiaoming/pykan

  Kolmogorov Arnold Networks

  Language:Jupyter Notebook14.5k1073641.3k

• marimo-team/marimo

  A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

  Language:Python6.1k30587199

• google-deepmind/acme

  A library of reinforcement learning components and agents

  Language:Python3.5k82268426

• pytorch/torchchat

  Run PyTorch LLMs locally on servers, desktop and mobile

  Language:Python3.1k37268192

• bgavran/Category_Theory_Machine_Learning

  List of papers studying machine learning through the lens of category theory

  Language:Python1.3k68067

• MatthewJA/Inverse-Reinforcement-Learning

  Implementations of selected inverse reinforcement learning algorithms.

  Language:Python9703616237

• rmcelreath/stat_rethinking_2024

  Language:R880542101

• ZhiqingXiao/rl-book

  Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

  Language:HTML8752711319

• msurtsukov/neural-ode

  Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

  Language:Jupyter Notebook667134118

• cvxgrp/scs

  Splitting Conic Solver

  Language:C53937179134

• wilson-labs/cola

  Compositional Linear Algebra

  Language:Python38744326

• patrick-kidger/lineax

  Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

  Language:Python33793822

• mit-ll-responsible-ai/hydra-zen

  Create powerful Hydra applications without the yaml files and boilerplate code.

  Language:Python313613513

• patrick-kidger/optimistix

  Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

  Language:Python29884815

• google-deepmind/kfac-jax

  Second Order Optimization and Curvature Estimation with K-FAC in JAX.

  Language:Python230111417

• cvanaret/Uno

  A next-gen solver for optimization with nonconvex objective and constraints. Reimplements filterSQP and IPOPT (barrier) in a modern and generic way, and unlocks a variety of novel methods. Competitive against filterSQP, IPOPT, SNOPT, MINOS and CONOPT.

  Language:C++22114516

• google-deepmind/interval-bound-propagation

  This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715

  Language:Python15011732

• secondlaw-ai/skyrim

  🌎 🤝 AI weather models united

  Language:Jupyter Notebook148786

• paulgirard/pygexf

  a python library to generate gexf file format

  Language:Python128151747

• laming-chen/fast-map-dpp

  Fast Greedy MAP Inference for DPP

  Language:Python1223229

• hakuhodo-technologies/scope-rl

  SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection

  Language:Python1095911

• ai-for-decision-making-tue/Job_Shop_Scheduling_Benchmark_Environments_and_Instances

  A benchmarking repo with various solution methods to various machine scheduling problems

  Language:Python763316

• Dunni3/FlowMol

  Mixed continous/categorical flow-matching model for de novo molecule generation.

  Language:Python48323

• mfschubert/sparsejac

  Efficient forward- and reverse-mode sparse Jacobians using Jax

  Language:Python47350

• heirung/pytope

  Minimal package for operations on polytopes, zonotopes, and invariant sets.

  Language:Python404312

• crowsonkb/mdmm-jax

  Gradient-based constrained optimization for JAX

  Language:Python2430

• MaximilianB2/pc-gym

  Reinforcement learning environments for process control applications.

  Language:Python20291

• bemporad/jax-sysid

  A Python package for linear subspace identification, nonlinear system identification, and nonlinear regression using Jax

  Language:Python17205

• jennyzeng/CourseScheduling

  CS-H198 Honor Research Project on algorithms. The course scheduling algorithm can generate a four year plan or a partial plan for UCI students.

  Language:Python11203