yyimingucl

Yiming's starred repositories

ClimSim

An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.

Language:Jupyter NotebookApache-2.013400

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

Language:PythonMIT540800

neuraloperator

Learning in infinite dimension with neural operators.

Language:PythonMIT194100

deeptime

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

Language:PythonLGPL-3.073400

hydrogym

An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.

Language:Jupyter NotebookMIT4800

gym-pybullet-drones

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

Language:PythonMIT117400

safe-control-gym

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

Language:PythonMIT57100

torch-harmonics

Differentiable spherical harmonic transforms and spherical convolutions in PyTorch

Language:Jupyter NotebookNOASSERTION30200

TaichiPIC

Language:Python600

awesome-taichi

A curated list of awesome Taichi applications, courses, demos and features.

Apache-2.046800

AIRS

Artificial Intelligence Research for Science (AIRS)

Language:PythonGPL-3.047000

cvxpy

A Python-embedded modeling language for convex optimization problems.

Language:C++Apache-2.0526500

neso-calibration

Examples of calibrating Neptune Exploratory Software (NESO) models

Language:PythonMIT200

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Language:PythonApache-2.0211100

gephi

Gephi - The Open Graph Viz Platform

Language:JavaGPL-3.0578700

developer

the first library to let you embed a developer agent in your own app!

Language:PythonMIT1176400

DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

Language:PythonNOASSERTION3561700

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

Language:PythonApache-2.077100

CILNumericalCode

Numerical code for the paper "Statistical approach for parameter identification by Turing patterns"

Language:CudaMIT100

BackgroundMusic

Background Music, a macOS audio utility: automatically pause your music, set individual apps' volumes and record system audio.

Language:C++GPL-2.01565800

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

Language:PythonApache-2.0134000

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.02938900

sunode

Solve ODEs fast, with support for PyMC

Language:Jupyter NotebookMIT10400

taichi

Productive, portable, and performant GPU programming in Python.

Language:C++Apache-2.02517500

plotter

Native plotting GUI for model design and verification

Language:PythonMIT4400

neutronics-workshop

A workshop covering a range of fusion relevant analysis and simulations with OpenMC, DAGMC, Paramak and other open source fusion neutronics tools

Language:Jupyter NotebookMIT11300

Stheno.jl

Probabilistic Programming with Gaussian processes in Julia

Language:JuliaNOASSERTION33600

aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

Language:PythonNOASSERTION117000

3d_nn

Raymarching neural network in browsers with WebGL shaders

Language:JavaScript19000

openmc

OpenMC Monte Carlo Code

Language:PythonNOASSERTION73200