AndrewUlmer / MABe_2022_TVAE
Trajectory Variational Autoencoder baseline for Multi-Agent Behavior challenge 2022
☆18Updated 2 years ago
Alternatives and similar repositories for MABe_2022_TVAE:
Users that are interested in MABe_2022_TVAE are comparing it to the libraries listed below
- Official Implementation of "Learning Disentangled Behavior Embeddings"☆14Updated 3 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆32Updated 6 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated last year
- Recurrent Switching Linear Dynamical Systems☆101Updated last year
- DeepGraphPose☆32Updated 2 years ago
- Gaussian Process Factor Analysis with Dynamical Structure☆16Updated 4 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆129Updated 5 months ago
- IBL foundation model☆19Updated last month
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 6 months ago
- Machine Learning Utils of Sinzlab☆27Updated 6 months ago
- Figures, tables and stats for Schneider, Lee and Mathis 2022: Learnable latent embeddings for joint behavioral and neural analysis.☆19Updated last year
- Poisson Identifiable VAE (pi-VAE)☆50Updated 3 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆93Updated 5 months ago
- ☆12Updated last year
- ☆69Updated 2 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆12Updated 2 years ago
- The COntextual INference (COIN) model☆20Updated 5 months ago
- ☆13Updated 2 years ago
- ☆17Updated 2 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 4 years ago
- ☆16Updated 4 years ago
- Code for Galgali et al, 2023☆12Updated 2 years ago
- A package to train neural networks to perform various motor tasks☆59Updated 6 months ago
- ☆24Updated last year
- jPCA for Neural Data Analysis in Python☆45Updated last year
- Code base for the SENSORIUM competition.☆59Updated 5 months ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆91Updated 3 months ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆40Updated 2 years ago