Alternatives and similar repositories for RVGP:

Users that are interested in RVGP are comparing it to the libraries listed below

• Dynamics-of-Neural-Systems-Lab / MARBLE
  Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…
  ☆62Updated 2 months ago
• tachukao / mgplvm-pytorch
  ☆23Updated last year
• brain-modelling-group / neural-flows
  Estimation, analysis and decomposition of brainwave spatiotemporal dynamics
  ☆28Updated 3 years ago
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆19Updated last week
• davindicode / cosyne-2023-generative-models
  Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.
  ☆39Updated 2 years ago
• mackelab / neural_timeseries_diffusion
  This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…
  ☆74Updated 3 months ago
• erikher / GridCellTorus
  ☆30Updated last year
• yu-takagi / dSCA
  Demixed Shared Component Analysis
  ☆13Updated 4 years ago
• catniplab / latent_dynamics_workshop
  Exercises and examples for the latent dynamics workshop
  ☆17Updated last year
• timkimd / plnde
  Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"
  ☆9Updated 3 years ago
• snel-repo / autolfads-tf2
  A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆21Updated last year
• catniplab / NeuroTask
  NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis
  ☆11Updated last week
• vruetten / GPFADS
  Gaussian Process Factor Analysis with Dynamical Structure
  ☆16Updated 4 years ago
• DurstewitzLab / dendPLRNN
  ☆20Updated last year
• egokcen / mDLAG
  A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…
  ☆15Updated 2 weeks ago
• mackelab / neuralgbi
  Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…
  ☆10Updated last year
• lindermanlab / ssm-jax
  Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
  ☆58Updated 10 months ago
• BrainCOGS / HPC_manifolds
  Analysis of hippocampal activity in the towers task
  ☆19Updated 3 years ago
• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆13Updated 2 years ago
• KrishnaswamyLab / TPHATE
  ☆23Updated 2 months ago
• jbakermans / ManifoldTutorial
  Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)
  ☆20Updated 4 years ago
• Immo-Weber / NoLiTiA
  A nonlinear time series analysis toolbox
  ☆10Updated 2 years ago
• roxana-zeraati / abcTau
  a Python package for unbiased estimation of timescales and hypothesis testing
  ☆26Updated 3 months ago
• brainets / netchos
  Network plotting python package
  ☆12Updated 3 years ago
• JohnGriffiths / mne-dcm
  Dynamic Causal Modelling for MNE and the nipy ecosystem
  ☆20Updated 7 years ago
• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆50Updated last month
• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆52Updated 6 months ago
• davidzoltowski / ssmdm
  Recurrent state-space models for decision making
  ☆30Updated 2 years ago
• SaberaTalukder / Chen_Institute_DataSAI_for_Neuroscience
  ☆29Updated 2 years ago
• ShanechiLab / torchDFINE
  ☆29Updated last year