Alternatives and similar repositories for HPC_manifolds

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

• slinderman / ml4nd
  Machine Learning Methods for Neural Data Analysis
  ☆19Updated 3 months ago
• SainsburyWellcomeCentre / NeuralPlayground
  The standardised environment for the hippocampus and entorhinal cortex models
  ☆75Updated last week
• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆13Updated 2 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…
  ☆27Updated last year
• adrian-valente / lowrank_inference
  Fitting low-rank RNNs to neural trajectories (LINT method).
  ☆18Updated 5 months ago
• jbakermans / ManifoldTutorial
  Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)
  ☆20Updated 4 years 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
• tachukao / mgplvm-pytorch
  ☆23Updated last year
• catniplab / latent_dynamics_workshop
  Exercises and examples for the latent dynamics workshop
  ☆19Updated last month
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆54Updated 4 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…
  ☆83Updated 2 weeks ago
• neurallatents / nlb_tools
  Python tools for participating in Neural Latents Benchmark '21
  ☆61Updated last year
• ahwillia / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆36Updated last year
• 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
• erikher / GridCellTorus
  ☆32Updated last year
• snel-repo / neural-data-transformers
  ☆80Updated 3 years ago
• flatironinstitute / nemos
  NEural MOdelS, a statistical modeling framework for neuroscience.
  ☆102Updated last week
• lfads / lfads-run-manager
  Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)
  ☆50Updated 3 years ago
• lyprince / lfads_demo
  Pytorch implementation of LFADS for demo at CAN workshop
  ☆19Updated 5 years ago
• lindermanlab / PPSeq.jl
  Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains
  ☆67Updated 2 years ago
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆24Updated 4 months ago
• BenjoCowley / DataHigh
  DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity
  ☆17Updated 6 years ago
• JoramKeijser / MIND
  Implemenation of Manifold Inference from Neural Dynamics (MIND) from Low & Lewallen et. al, '18
  ☆30Updated 6 years ago
• cajal / pipeline
  Schemata and libraries for neuroscientific data
  ☆28Updated 10 months ago
• RatInABox-Lab / RatInABox
  A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.
  ☆233Updated 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…
  ☆82Updated 3 weeks ago
• neurallatents / nlb_workshop
  ☆20Updated 3 years ago
• themattinthehatt / behavenet
  Toolbox for analyzing behavioral videos and neural activity
  ☆59Updated last year
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆50Updated 2 years ago
• ahwillia / netrep
  Some methods for comparing network representations in deep learning and neuroscience.
  ☆139Updated last year