Alternatives and similar repositories for DPAD

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

• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆54Updated 7 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…
  ☆87Updated 2 months ago
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆54Updated 4 years ago
• ShanechiLab / torchDFINE
  ☆31Updated last year
• neuro-galaxy / torch_brain
  ☆45Updated this week
• glaserlab / sca
  Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors
  ☆28Updated 7 months ago
• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆54Updated 4 months ago
• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆33Updated last month
• ahwillia / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆39Updated last year
• pillowlab / GLMspiketraintutorial_python
  ☆59Updated 3 years ago
• EtienneCmb / tensorpac
  Phase-Amplitude Coupling under Python
  ☆113Updated last year
• snel-repo / ComputationThroughDynamicsBenchmark
  ☆26Updated 4 months ago
• OHBA-analysis / osl-dynamics
  Methods for studying dynamic functional brain activity in neuroimaging data.
  ☆74Updated last week
• mitchellostrow / DSA
  Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…
  ☆66Updated last month
• DurstewitzLab / CNS-2023
  A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
  ☆38Updated last year
• egokcen / mDLAG
  A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…
  ☆16Updated 6 months ago
• arsedler9 / lfads-torch
  A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆114Updated 8 months ago
• voytekresearch / EISlope
  Analysis code used to create figures in Gao et al., 2017
  ☆15Updated 8 years ago
• kemerelab / ghostipy
  ☆26Updated 3 years ago
• spiketools / spiketools
  Tools for analyzing spiking data from single-neuron recodings.
  ☆29Updated last month
• sandervanbree / braintime
  Brain Time Toolbox: Warp electrophysiological data from clock time to brain time and analyze the dynamic neural patterns of cognitive pro…
  ☆41Updated 3 years ago
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆50Updated 2 years ago
• pyrates-neuroscience / PyRates
  Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…
  ☆84Updated last month
• Eden-Kramer-Lab / replay_trajectory_classification
  State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
  ☆49Updated last week
• neurallatents / nlb_workshop
  ☆20Updated 3 years ago
• snel-repo / neural-data-transformers
  ☆81Updated 3 years ago
• zashwood / glm-hmm
  Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…
  ☆50Updated 2 years ago
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆24Updated 5 months ago
• joao-semedo / communication-subspace
  Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)
  ☆47Updated 6 years ago
• jniediek / combinato
  Automatic spike sorting, cluster visualization, spike sorting GUIs
  ☆44Updated last week