Alternatives and similar repositories for mDLAG:

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

• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆26Updated 2 years ago
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆14Updated this week
• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆38Updated 3 months ago
• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆12Updated 2 years ago
• glaserlab / sca
  Sparse component analysis
  ☆26Updated 3 weeks ago
• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆50Updated 2 months ago
• DurstewitzLab / CNS-2023
  A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
  ☆28Updated 9 months ago
• davindicode / cosyne-2023-generative-models
  Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.
  ☆39Updated last year
• Eden-Kramer-Lab / replay_trajectory_classification
  State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
  ☆46Updated 3 months ago
• spiketools / spiketools
  Tools for analyzing spiking data from single-neuron recodings.
  ☆24Updated last month
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆52Updated 4 years ago
• adrian-valente / lowrank_inference
  Fitting low-rank RNNs to neural trajectories (LINT method).
  ☆16Updated 2 years ago
• pillowlab / GLMspiketraintutorial_python
  ☆46Updated 2 years ago
• NII-Kobayashi / GLMCC
  GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)
  ☆33Updated 2 years ago
• neurallatents / nlb_workshop
  ☆17Updated 2 years ago
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆45Updated last year
• ShanechiLab / PSID
  Preferential Subspace Identification Algorithm
  ☆47Updated 11 months ago
• arsedler9 / lfads-torch
  A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆90Updated 3 months ago
• snel-repo / ComputationThruDynamicsBenchmark
  ☆12Updated 2 weeks 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
• mitchellostrow / DSA
  Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…
  ☆48Updated 3 weeks ago
• zashwood / glm-hmm
  Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…
  ☆42Updated last year
• brainets / netchos
  Network plotting python package
  ☆12Updated 3 years ago
• irisstone / glmhmm
  code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)
  ☆27Updated 5 months ago
• SpikeInterface / spikemetrics
  Metrics for spike sorting validation/quality control
  ☆12Updated 3 years ago
• ShanechiLab / torchDFINE
  ☆28Updated 10 months ago
• KrishnaswamyLab / TPHATE
  ☆22Updated 4 months ago
• yu-takagi / dSCA
  Demixed Shared Component Analysis
  ☆13Updated 4 years ago
• int-brain-lab / spikes_localization_registration
  Spike Sorting Utilities
  ☆9Updated 2 years ago
• awillats / dynamics-in-neuro-reading-list
  This reading list is centered around the practical application of linear dynamical systems models to predict neural data
  ☆37Updated 3 years ago