Alternatives and similar repositories for DPAD

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

• ShanechiLab / torchDFINE
  ☆30Updated last year
• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆52Updated last week
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆53Updated 4 years ago
• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆52Updated 2 months ago
• 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…
  ☆72Updated 3 months ago
• ShanechiLab / PSID
  Preferential Subspace Identification Algorithm
  ☆51Updated last year
• glaserlab / sca
  Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors
  ☆28Updated 3 months ago
• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆31Updated last month
• pillowlab / GLMspiketraintutorial_python
  ☆52Updated 2 years ago
• spiketools / spiketools
  Tools for analyzing spiking data from single-neuron recodings.
  ☆27Updated this week
• egokcen / mDLAG
  A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…
  ☆16Updated 2 months ago
• Eden-Kramer-Lab / replay_trajectory_classification
  State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
  ☆49Updated 8 months ago
• snel-repo / autolfads-tf2
  A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆21Updated last year
• neurallatents / nlb_tools
  Python tools for participating in Neural Latents Benchmark '21
  ☆61Updated 10 months ago
• mitchellostrow / DSA
  Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…
  ☆59Updated 3 weeks ago
• kstach01 / CogModelingRNNsTutorial
  ☆48Updated last year
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆50Updated last year
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆20Updated last month
• OHBA-analysis / osl-dynamics
  Methods for studying dynamic functional brain activity in neuroimaging data.
  ☆68Updated this week
• ahwillia / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆35Updated last year
• arsedler9 / lfads-torch
  A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆100Updated 4 months ago
• flatironinstitute / nemos
  NEural MOdelS, a statistical modeling framework for neuroscience.
  ☆98Updated this week
• DurstewitzLab / CNS-2023
  A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
  ☆37Updated last year
• seanmperkins / mint
  Home of the neural decode algorithm MINT.
  ☆17Updated 4 months ago
• lucwilson / SPRiNT
  Code for simulating neural time series, spectrogram parameterization (using SPRiNT), and generating figures from the SPRiNT preprint
  ☆42Updated last year
• neurallatents / nlb_workshop
  ☆20Updated 3 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
• snel-repo / falcon-challenge
  ☆16Updated 2 months ago
• davindicode / cosyne-2023-generative-models
  Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.
  ☆38Updated 2 years ago
• mh105 / somata
  State-space Oscillator Modeling And Time-series Analysis (SOMATA) is a Python library for state-space neural signal processing algorithms…
  ☆30Updated 9 months ago