Alternatives and similar repositories for sca

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

• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆54Updated 5 months ago
• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆32Updated this week
• egokcen / mDLAG
  A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…
  ☆16Updated 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…
  ☆50Updated 2 years ago
• snel-repo / ComputationThroughDynamicsBenchmark
  ☆25Updated 3 months ago
• nicholas-roy / psytrack
  ☆54Updated 5 months ago
• flatironinstitute / nemos
  NEural MOdelS, a statistical modeling framework for neuroscience.
  ☆102Updated 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…
  ☆82Updated 3 weeks ago
• pillowlab / GLMspiketraintutorial_python
  ☆57Updated 2 years ago
• ayalab1 / neurocode
  Code for neural and behavioral data analysis from the Brain Computation and Behavior Lab, aka AyA Lab, at Cornell University.
  ☆18Updated this week
• spiketools / spiketools
  Tools for analyzing spiking data from single-neuron recodings.
  ☆29Updated 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 11 months ago
• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆54Updated 2 months ago
• EnnyvanBeest / UnitMatch
  Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days
  ☆66Updated last month
• joao-semedo / communication-subspace
  Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)
  ☆47Updated 5 years ago
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆50Updated 2 years ago
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆23Updated 4 months ago
• irisstone / glmhmm
  code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)
  ☆31Updated last year
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆54Updated 4 years ago
• slinderman / ml4nd
  Machine Learning Methods for Neural Data Analysis
  ☆19Updated 3 months ago
• lposani / decodanda
  Decoding and geometrical analysis of neural activity with built-in best practices
  ☆44Updated 4 months ago
• adredish / MClust-Spike-Sorting-Toolbox
  MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is…
  ☆17Updated 3 years ago
• pillowlab / neuroGLM
  Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).
  ☆71Updated 5 years ago
• nelpy / nelpy
  Neuroelectrophysiology object model and data analysis in Python.
  ☆50Updated 2 weeks ago
• NeuroNetMem / PowerPixelsPipeline
  ☆19Updated last month
• SpikeInterface / spiketutorials
  Tutorials for using SpikeInterface on extracellular datasets.
  ☆66Updated last year
• Eden-Kramer-Lab / ripple_detection
  Tools for identifying sharp wave ripple events using LFPs
  ☆38Updated 10 months ago
• MouseLand / pykilosort
  WIP: Python port of Kilosort2
  ☆50Updated 2 years ago
• PeyracheLab / StarterPack
  Tutorial
  ☆11Updated 4 years 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