jlizier / jidtLinks
JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems
☆282Updated last month
Alternatives and similar repositories for jidt
Users that are interested in jidt are comparing it to the libraries listed below
Sorting:
- The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…☆274Updated last month
- HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).☆289Updated last year
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆93Updated 5 years ago
- Recurrent Switching Linear Dynamical Systems☆112Updated 2 years ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆61Updated 7 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆306Updated 3 years ago
- Comparative analysis of pairwise interactions in multivariate time series.☆241Updated 2 weeks ago
- A drift-diffusion modeling (DDM) framework for Python☆102Updated last week
- PyHGF: A neural network library for predictive coding☆99Updated 3 weeks ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Recurrent state-space models for decision making☆30Updated 2 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆101Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆84Updated last month
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- Timeseries analysis for neuroscience data☆253Updated this week
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- A block modeling system for cognitive neuroscience☆98Updated last week
- Bayesian learning and inference for state space models☆648Updated 4 months ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 8 years ago
- Python implementation of spike distance metrics☆75Updated last year
- Materials for Methods in Neuroscience at Dartmouth (MIND) 2019 Summer School on Cognitive Maps☆51Updated 5 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- ☆16Updated 5 years ago
- A short course for getting started with deep learning for intracranial extracellular neurophysiology.☆35Updated 3 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆69Updated 2 years ago
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆49Updated last year
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆27Updated 9 years ago
- Framework for Information Theoretical analysis of Electrophysiological data and Statistics☆92Updated 5 months ago