Predictive coding in Python
☆71Mar 30, 2024Updated 2 years ago
Alternatives and similar repositories for pypc
Users that are interested in pypc are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian model reduction for probabilistic machine learning☆11Jul 3, 2025Updated last year
- A Python implementation of active inference for Markov Decision Processes☆723Updated this week
- Deep active inference agents using Monte-Carlo methods☆102Jun 14, 2025Updated last year
- A repository for major/influential FEP and active inference papers.☆242Jun 28, 2021Updated 5 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆35Feb 12, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆14Oct 7, 2022Updated 3 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆31Dec 20, 2019Updated 6 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Sep 20, 2021Updated 4 years ago
- A C++ implementation of active inference for POMDPs☆22Mar 25, 2024Updated 2 years ago
- Predictive coding networks for temporal prediction☆20Mar 20, 2024Updated 2 years ago
- Active Inference & Category Theory☆10Jun 30, 2026Updated 2 weeks ago
- tomsup 👍 Theory of Mind Simulation using Python. A package that allows for easy agent-based modelling of recursive Theory of Mind☆73Dec 12, 2025Updated 7 months ago
- Predictive Coding JAX-based library☆108Mar 28, 2026Updated 3 months ago
- NGC-Learn: Computational Neuroscience and NeuroAI in Python☆200Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A repository collating interesting and/or influential predictive coding papers☆107Aug 1, 2021Updated 4 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Apr 5, 2022Updated 4 years ago
- Active inference implementation of dynamic multi-armed bandits☆20Jun 25, 2025Updated last year
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆55Feb 12, 2026Updated 5 months ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆175Nov 23, 2020Updated 5 years ago
- Implementation for "An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Pl…☆16Oct 10, 2018Updated 7 years ago
- Software for using predictive coding algorithms to train PyTorch models.☆29Feb 13, 2024Updated 2 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆19Jul 28, 2020Updated 5 years ago
- PID-like control implemented as active inference with linear generative models☆11Jul 2, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆12Updated this week
- Comet: Multiverse analysis for neuroimaging☆25Updated this week
- Flexible Inference for Predictive Coding Networks in JAX.☆85Jul 10, 2026Updated last week
- Reinforcement Learning through Active Inference☆84Apr 27, 2020Updated 6 years ago
- Python validation, summary, and analysis tools for HED (Hierarchical Event Descriptors).☆18Updated this week
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆33Oct 18, 2019Updated 6 years ago
- Pattern Component Modelling toolbox for multivariate analysis☆34Mar 1, 2025Updated last year
- ☆43Jan 23, 2024Updated 2 years ago
- A generic interface for linear algebra backends☆79Mar 13, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your M…☆53Apr 25, 2024Updated 2 years ago
- Landing page and repository for the 'Active Agents' tutorial held 17 July, 2024 at the 10th International Conference on Computational Soc…☆23Feb 8, 2025Updated last year
- Comprehensive Matlab framework for signal, audio and music analysis, articulating audio and symbolic approaches☆61Apr 10, 2026Updated 3 months ago
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆66Oct 7, 2024Updated last year
- Simplistic Pytorch Implementation of the Dreamer-RL☆20May 7, 2025Updated last year
- Methods for specifying, checking, typing, rendering, executing, analyzing, and visualizing state space models, for Active Inference and B…☆29Jul 13, 2026Updated last week
- Public Releases of SPM12 - see https://github.com/spm/spm for the Development Version☆173Feb 5, 2024Updated 2 years ago