AntonioCCosta / maximally_predictive_statesLinks
Code for reproducing the results of the preprint Maximally Predictive Ensemble Dynamics from Data (2021)
☆15Updated last month
Alternatives and similar repositories for maximally_predictive_states
Users that are interested in maximally_predictive_states are comparing it to the libraries listed below
Sorting:
- SLEAP to Anipose triangulation pipeline for 3D multi-animal pose tracking.☆24Updated 11 months ago
- Modified Python 3.0 implementation of MotionMapper (https://github.com/gordonberman/MotionMapper)☆30Updated 3 months ago
- Ensembling and kalman smoothing for pose estimation☆27Updated this week
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆85Updated last month
- NEural MOdelS, a statistical modeling framework for neuroscience.☆104Updated this week
- A package to train neural networks to perform various motor tasks☆68Updated 2 weeks ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆49Updated this week
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆24Updated 5 months ago
- Code package that allows meta analyses of unsupervised behavior results☆16Updated 3 months ago
- ☆24Updated 5 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- Method to find contrastive dimensions between experimental conditions☆22Updated 5 months ago
- ☆59Updated 3 years ago
- Utilities for formatting matplotlib figures☆31Updated 6 months ago
- This repository contains the main scripts for local linear segmentation and subsequent analysis of the resulting model space☆15Updated 4 years ago
- Closed-loop behavioral experiment toolkit using pose estimation of body parts.☆60Updated 2 years ago
- 2023: Preserved neural dynamics across animals performing similar behaviour☆13Updated 2 months ago
- Implemenation of Manifold Inference from Neural Dynamics (MIND) from Low & Lewallen et. al, '18☆30Updated 6 years ago
- ☆18Updated last year
- Recurrent Switching Linear Dynamical Systems☆112Updated 2 years ago
- Shareable, interactive scientific figures in the cloud☆37Updated 2 weeks ago
- ☆96Updated last week
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆71Updated 2 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Animation of population dynamics following a Trefoil knot☆21Updated 2 years ago
- Repository to host materials for the summer workshop on the dynamic brain☆30Updated 3 years ago
- Variational Animal Motion Embedding - A tool for time series embedding and clustering☆193Updated 11 months ago
- Bayesian learning and inference for state space models☆14Updated 3 years ago
- Demo code for CAPTURE and DANNCE☆29Updated 4 years ago
- Decoding and geometrical analysis of neural activity with built-in best practices☆45Updated 5 months ago