Poisson Identifiable VAE (pi-VAE)
☆53Jul 7, 2021Updated 4 years ago
Alternatives and similar repositories for pi-vae
Users that are interested in pi-vae are comparing it to the libraries listed below
Sorting:
- ☆11Sep 16, 2023Updated 2 years ago
- PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity☆13Nov 17, 2021Updated 4 years ago
- Figures, tables and stats for Schneider, Lee and Mathis 2022: Learnable latent embeddings for joint behavioral and neural analysis.☆21Oct 6, 2023Updated 2 years ago
- VAEs and nonlinear ICA: a unifying framework☆50Jul 8, 2019Updated 6 years ago
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆14Jan 4, 2023Updated 3 years ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆14Jul 26, 2021Updated 4 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Oct 7, 2019Updated 6 years ago
- Machine Learning Methods for Neural Data Analysis☆20May 16, 2025Updated 9 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Mar 19, 2025Updated 11 months ago
- The official re-implementation of the Neurips 2021 paper, "Targeted Neural Dynamical Modeling".☆10Mar 4, 2022Updated 3 years ago
- NuART-Py: Python Library of Adaptive Resonance Theory Neural Network☆10Jan 26, 2020Updated 6 years ago
- Calcium imaging inter-session alignment☆17Dec 18, 2025Updated 2 months ago
- Fast Automated Spike Tracker☆11Feb 27, 2019Updated 7 years ago
- Tools for machine learning of animal behavior☆15Mar 8, 2024Updated last year
- Preferential Subspace Identification Algorithm☆52Feb 7, 2026Updated 3 weeks ago
- Keras network for spike detection from calcium traces☆12Jul 7, 2020Updated 5 years ago
- ☆16Oct 17, 2024Updated last year
- Package for defining computation graphs and performing intervention experiments☆15Oct 1, 2021Updated 4 years ago
- Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)☆33Sep 27, 2021Updated 4 years ago
- Code for the paper 'Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA' @ Neurips'21☆18Feb 12, 2025Updated last year
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Apr 6, 2025Updated 10 months ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆126Feb 12, 2026Updated 2 weeks ago
- ☆17Feb 17, 2026Updated 2 weeks ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆71Jul 18, 2023Updated 2 years ago
- Time-varying Autoregression with Low Rank Tensors☆16Jul 29, 2021Updated 4 years ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆75Sep 11, 2025Updated 5 months ago
- ☆21Sep 16, 2024Updated last year
- Copula-GP model☆16Oct 23, 2023Updated 2 years ago
- Pack of vector rats (Long Evans, mostly) for use in publications, illustrations, etc.☆21May 16, 2018Updated 7 years ago
- A repository of freely available SVG drawings for your publications, presentations etc.☆17Nov 29, 2015Updated 10 years ago
- Sparse reduced-rank regression☆20Jan 8, 2025Updated last year
- Analysis of hippocampal activity in the towers task☆23Apr 29, 2021Updated 4 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Sep 9, 2017Updated 8 years ago
- ☆42Aug 24, 2022Updated 3 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆101Jul 31, 2025Updated 7 months ago
- ☆84Feb 25, 2022Updated 4 years ago
- Gaussian Process Factor Analysis with Dynamical Structure☆17Nov 3, 2020Updated 5 years ago
- Acoustic camera system for measuring ultrasound communication in rodents☆22Jan 19, 2026Updated last month
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Sep 27, 2019Updated 6 years ago