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Discover 88 open source projects
Showing 41-60 of 88 projects
google-research/torchsde
Differentiable SDE solvers with GPU support and sensitivity analysis
GreenmaskIO/greenmask
A Go-based tool for database anonymization and synthetic data generation to help with security, QA, and data masking.
SciML/ModelingToolkit.jl
A Julia framework for acausal modeling, symbolic math, and parallelized scientific machine learning.
EnzymeAD/Enzyme
Enzyme is a high-performance automatic differentiation library for LLVM and MLIR, enabling efficient machine learning and scientific computing.
Zymrael/awesome-neural-ode
A collection of resources for working with differential equations, deep learning, and dynamical systems.
pypose/pypose
A Python library for differentiable robotics and pose estimation using deep learning and optimization.
vmware-archive/differential-datalog
DDlog is a declarative language for writing programs that continuously update their output in response to input changes.
idrl-lab/PINNpapers
A collection of must-read papers on Physics-Informed Neural Networks (PINNs), a powerful approach for solving differential equations.
BachiLi/redner
A differentiable rendering library that enables Monte Carlo ray tracing without approximation for computer graphics and vision applications.
griffithlab/rnaseq_tutorial
An educational resource for learning RNA-seq analysis including cloud computing, data formats, and visualization.
gradslam/gradslam
An open-source differentiable dense SLAM library for PyTorch, focused on 3D reconstruction and robotics.
mratsim/Arraymancer
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices.
jax-md/jax-md
A differentiable, hardware-accelerated molecular dynamics library for scientific computing.
erwincoumans/tiny-differentiable-simulator
A header-only C++ and CUDA physics library for reinforcement learning and robotics with zero dependencies.
NVlabs/sionna
An open-source library for research on communication systems, including 5G and 6G, with GPU acceleration and link-level simulation.
owlbarn/owl
A GitHub repository for Owl, a OCaml Scientific Computing framework
mit-han-lab/data-efficient-gans
Differentiable data augmentation techniques for efficient training of generative adversarial networks (GANs).
k2-fsa/k2
A differentiable PyTorch-compatible library for working with finite-state automata and transducers.
pnnl/neuromancer
A PyTorch-based framework for solving constrained optimization problems, physics-informed ML, and parametric model predictive control.
mitsuba-renderer/enoki
Enoki is a C++ library for structured vectorization and differentiation on modern processor architectures.
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