raphaelreme / torch-kfLinks
Fast implementation of Kalman filtering with PyTorch
☆31Updated last month
Alternatives and similar repositories for torch-kf
Users that are interested in torch-kf are comparing it to the libraries listed below
Sorting:
- ☆25Updated last week
- Pretrained decoders for intracortical BCI.☆27Updated 2 weeks ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆124Updated last month
- Python tools for participating in Neural Latents Benchmark '21☆66Updated 2 weeks ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆74Updated 4 months ago
- NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis☆14Updated 9 months ago
- Official reference implementation of dynamics contrastive learning (DCL).☆28Updated 7 months ago
- ☆12Updated 3 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆87Updated 9 months ago
- Poisson Identifiable VAE (pi-VAE)☆53Updated 4 years ago
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 5 years ago
- ☆84Updated 3 years ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆25Updated 2 weeks ago
- Towards large neural data models.☆32Updated 7 months ago
- Recurrent Switching Linear Dynamical Systems☆116Updated 2 years ago
- A package to train neural networks to perform various motor tasks☆75Updated 5 months ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆73Updated this week
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆14Updated 4 years ago
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆14Updated 3 years ago
- Masked variational autoencoders for modeling conditional distributions of neural and behavioral data☆11Updated 11 months ago
- ☆13Updated 5 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆100Updated 6 months ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆41Updated last year
- Conditional Linear Dynamical Systems☆15Updated 4 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆142Updated last year
- Code for paper "Model metamers reveal divergent invariances between biological and artificial neural networks." Feather et al. 2023☆18Updated last year
- Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting☆56Updated last year
- ☆29Updated 3 months ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆104Updated last year
- Inverse optimal control for continuous psychophysics☆30Updated 2 months ago