Ecosyste.ms: Awesome

https://github.com/thtrieu/essence

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

auto-differentiation cartpole computational-graphs convolutional-networks convolutional-neural-networks deep-learning deep-q-network dropout lenet lstm lstm-model machine-learning mnist neural-turing-machines question-answering recurrent-neural-networks reinforcement-learning

Last synced: 08 Jul 2024

https://github.com/TensorBFS/dTRG

auto-differentiation pytorch-implementation tensor-network

Last synced: 03 Jul 2024

https://github.com/GalacticDynamics/galax

Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)

astronomy astrophysics auto-differentiation dynamical-systems dynamics galaxy gpu-acceleration jax stellar-dynamics

Last synced: 21 Jun 2024

https://github.com/codingonion/ggml-zig

[ ggml: Tensor library for machine learning ] written in zig.

aigc auto-differentiation chatglm chatgpt deep-learning ggml gpt gpt4 large-language-models llama llm machine-learning tensor wizardcoder zig ziglang

Last synced: 13 May 2024

https://github.com/anassinator/ilqr

Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

auto-differentiation cartpole control-systems ddp differential-dynamic-programming dynamics-models ilqg ilqr model-predictive-control model-predictive-controller mpc mpc-control non-linear-optimization optimal-control pendulum theano trajectory-optimization trajectory-tracking

Last synced: 08 May 2024

https://nvidia.github.io/MinkowskiEngine/

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter

Last synced: 07 May 2024

https://github.com/frasiyav/BQN-grad

Backpropagation in BQN.

auto-differentiation autograd bqn

Last synced: 07 May 2024

https://github.com/autodiff/autodiff

automatic differentiation made easier for C++

auto-differentiation autodiff autodifferentiation automatic-differentiation derivatives differentiation numerical-derivation

Last synced: 01 May 2024

https://github.com/NVIDIA/MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter

Last synced: 19 Apr 2024

https://github.com/c0dearm/mushin

Computational graphs with reverse automatic differentation in the GPU

auto-differentiation deep-learning machine-learning rust

Last synced: 01 Apr 2024

https://github.com/EnzymeAD/oxide-enzyme

Enzyme integration into Rust. Experimental, do not use.

ad auto-differentiation derivative enzyme gradient rust

Last synced: 23 Mar 2024