Alternatives and similar repositories for 2022-preserved-dynamics

Users that are interested in 2022-preserved-dynamics are comparing it to the libraries listed below

• glaserlab / sca
  Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors
  ☆29Updated 11 months ago
• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆55Updated this week
• 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…
  ☆100Updated 6 months ago
• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆33Updated 5 months ago
• nicholas-roy / psytrack
  ☆57Updated 11 months ago
• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆60Updated 11 months ago
• snel-repo / ComputationThroughDynamicsToolkit
  ☆29Updated 3 months ago
• fmastrogiuseppe / LowRank
  Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…
  ☆37Updated 7 years ago
• egokcen / mDLAG
  A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…
  ☆15Updated 10 months ago
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆52Updated 2 years ago
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆55Updated 5 years ago
• Eden-Kramer-Lab / replay_trajectory_classification
  State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
  ☆51Updated 4 months ago
• zashwood / glm-hmm
  Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…
  ☆56Updated 2 years ago
• kstach01 / CogModelingRNNsTutorial
  ☆56Updated last year
• pillowlab / GLMspiketraintutorial_python
  ☆60Updated 3 years ago
• DurstewitzLab / CNS-2023
  A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
  ☆41Updated last year
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆25Updated 2 weeks ago
• snel-repo / autolfads-tf2
  A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆22Updated 2 years ago
• YunzheLiu / TDLM
  methods & simulation code to measure sequential replay
  ☆43Updated 4 years ago
• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆14Updated 3 years ago
• ahwillia / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆39Updated 2 years ago
• spiketools / spiketools
  Tools for analyzing spiking data from single-neuron recodings.
  ☆29Updated 2 months ago
• joao-semedo / communication-subspace
  Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)
  ☆46Updated 6 years ago
• ShanechiLab / torchDFINE
  ☆31Updated last year
• mitchellostrow / DSA
  Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…
  ☆73Updated this week
• irisstone / glmhmm
  code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)
  ☆32Updated last year
• snel-repo / neural-data-transformers
  ☆84Updated 3 years ago
• 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
• arsedler9 / lfads-torch
  A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆124Updated last month
• NII-Kobayashi / GLMCC
  GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)
  ☆36Updated 3 years ago