Alternatives and similar repositories for HPC_manifolds:

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

• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆13Updated 2 years ago
• schultzlab / Neural_Manifolds
  A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…
  ☆25Updated last year
• Eden-Kramer-Lab / replay_trajectory_classification
  State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
  ☆48Updated 6 months ago
• snel-repo / autolfads-tf2
  A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆21Updated last year
• pillowlab / GLMspiketraintutorial_python
  ☆48Updated 2 years ago
• cajal / pipeline
  Schemata and libraries for neuroscientific data
  ☆20Updated 5 months ago
• ahwillia / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆33Updated last year
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆17Updated 2 months ago
• jamesheald / COIN
  The COntextual INference (COIN) model
  ☆21Updated 7 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
• ShanechiLab / PSID
  Preferential Subspace Identification Algorithm
  ☆48Updated last year
• catniplab / latent_dynamics_workshop
  Exercises and examples for the latent dynamics workshop
  ☆17Updated last year
• slinderman / ml4nd
  Machine Learning Methods for Neural Data Analysis
  ☆13Updated 7 months ago
• JoramKeijser / MIND
  Implemenation of Manifold Inference from Neural Dynamics (MIND) from Low & Lewallen et. al, '18
  ☆26Updated 6 years ago
• tachukao / mgplvm-pytorch
  ☆23Updated last year
• 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
• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆48Updated 2 weeks ago
• erikher / GridCellTorus
  ☆29Updated last year
• neurallatents / nlb_workshop
  ☆19Updated 3 years ago
• BenjoCowley / DataHigh
  DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity
  ☆17Updated 6 years ago
• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆29Updated 2 years ago
• marius10p / NeuralDataScienceCSHL2019
  Coding exercises for Neural Data Science at CSHL in 2019
  ☆28Updated 4 years ago
• yu-takagi / dSCA
  Demixed Shared Component Analysis
  ☆13Updated 4 years ago
• waq1129 / LMT
  latent manifold tuning model / P-GPLVM
  ☆12Updated 5 years ago
• snel-repo / neural-data-transformers
  ☆75Updated 3 years ago
• neurallatents / nlb_tools
  Python tools for participating in Neural Latents Benchmark '21
  ☆59Updated 8 months ago
• OlivierCodol / MotorNet
  A package to train neural networks to perform various motor tasks
  ☆63Updated last month
• 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…
  ☆58Updated last month
• ShanechiLab / torchDFINE
  ☆29Updated last year
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆47Updated last year