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neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

torax

TORAX: Tokamak transport simulation in JAX

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

anonymous_github

Anonymous Github is a proxy server to support anonymous browsing of Github repositories for open-science code and data.

biomechanics_dataset

Information of public available data sets for biomechanics.

MScProject_VIRL

s2fft

Differentiable and accelerated spherical transforms with JAX

controlgym

Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms

tensorly

TensorLy: Tensor Learning in Python.

galerkin-transformer

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations

nektar-driftwave

brax

Massively parallel rigidbody physics simulation on accelerator hardware.

torch

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

gp_model_zoo

Literature and light wrappers for gaussian process models.

NLSA

Kernel methods for statistical modeling of dynamical systems

airfoil-learning

pytorch_geometric

Graph Neural Network Library for PyTorch

MDGCNN

Multi Directional Geodesic Convolutional Neural Networks

awesome-neural-rendering

Resources of Neural Rendering

MeshSDF

Code for "MeshSDF: Differentiable Iso-Surface Extraction", NeurIPS2020, SpotLight

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

torchmcubes

Marching cubes implementation for PyTorch environment.

ClimSim

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

torchdiffeq

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

neuraloperator

Learning in infinite dimension with neural operators.

deeptime

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

hydrogym

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

gym-pybullet-drones

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

safe-control-gym

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

torch-harmonics

Differentiable spherical harmonic transforms and spherical convolutions in PyTorch