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alphacsc

Convolution dictionary learning for time-series

automated-interpretability

awesome-tnns

baselines

Fork of openai/baselines

bispectral-networks

Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023

bispectrum

Efficient implementation of the 2D translation-invariant bispectrum in PyTorch

compspi

Computational Single Particle Imaging

cplxmodule

Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.

deepsparsecoding

Hierarchical Sparse Coding Model

dillinger

The last Markdown editor, ever.

e3nn

A modular framework for neural networks with Euclidean symmetry

ev-flownet

Code for the paper "EV-FlowNet: Self-Supervised Optical Flow for Event-based Cameras"

geomstats

Computations and statistics on manifolds with geometric structures.

graph-bispectrum

Use the bispectrum on the symmetric group to solve graph isomorphism.

graph-resonators

Identify graph isomorphisms with HD computing.

gtc-invariance

Official PyTorch Implementation of "A General Framework for Robust G-Invariance in G-Equivariant Networks," NeurIPS 2023

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

hdnet

hdnet - Hopfield denoising network

homework

Assignments for CS294-112.

moeditor

Your all-purpose markdown editor.

ppoc

Proximal Policy Option-Critic

pylive

Query and control Ableton Live from Python

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

redlich

Unsupervised string segmentation and compression

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

rlbase

Modular Deep RL infrastructure in PyTorch

simple-neural-nets

Learn to build neural networks from scratch, simply. No autograd, no deep learning libraries - just numpy.

spectral-universality

Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference