Predictive coding in Python
☆70Mar 30, 2024Updated last year
Alternatives and similar repositories for pypc
Users that are interested in pypc are comparing it to the libraries listed below
Sorting:
- Bayesian model reduction for probabilistic machine learning☆11Jul 3, 2025Updated 8 months ago
- A Python implementation of active inference for Markov Decision Processes☆616Updated this week
- Deep active inference agents using Monte-Carlo methods☆99Jun 14, 2025Updated 8 months ago
- Probabilistic inference for models of behaviour☆10Oct 13, 2025Updated 4 months ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Sep 20, 2021Updated 4 years ago
- A repository for major/influential FEP and active inference papers.☆221Jun 28, 2021Updated 4 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Feb 12, 2020Updated 6 years ago
- ☆14Oct 7, 2022Updated 3 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆29Dec 20, 2019Updated 6 years ago
- Predictive Coding JAX-based library☆89Feb 24, 2026Updated last week
- Code for "Deep predictive coding network for object recognition"☆26Apr 2, 2020Updated 5 years ago
- Flexible Inference for Predictive Coding Networks in JAX.☆74Feb 25, 2026Updated last week
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Jul 28, 2020Updated 5 years ago
- ☆32Jan 16, 2026Updated last month
- A toolbox for dynamic functional connectivity and multiverse analysis☆21Updated this week
- A C++ implementation of active inference for POMDPs☆22Mar 25, 2024Updated last year
- Repository for "The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications"☆11May 30, 2025Updated 9 months ago
- Reinforcement Learning through Active Inference☆83Apr 27, 2020Updated 5 years ago
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆174Jan 24, 2026Updated last month
- ☆11Nov 2, 2023Updated 2 years ago
- Active Inference & Category Theory☆10Mar 11, 2024Updated last year
- Software for using predictive coding algorithms to train PyTorch models.☆27Feb 13, 2024Updated 2 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆168Nov 23, 2020Updated 5 years 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 2 months ago
- repo for code for paper on general theory associative memory models☆22Jun 15, 2022Updated 3 years ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆22Oct 10, 2017Updated 8 years ago
- CHAP (Connectome Harmonic Analysis Pipeline)☆12Feb 28, 2025Updated last year
- ☆13Jul 9, 2024Updated last year
- An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.☆18Jan 16, 2023Updated 3 years ago
- A repository containing all the materials for the CPC2024☆15Sep 30, 2024Updated last year
- Decision Decoding Toolbox☆24Apr 8, 2020Updated 5 years ago
- Code for a seminar talk at University of Leicester, UK☆27Feb 25, 2021Updated 5 years ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆51Feb 12, 2026Updated 3 weeks ago
- ☆21Feb 26, 2026Updated last week
- Generate audiory stimuli☆13Feb 3, 2024Updated 2 years ago
- Python validation, summary, and analysis tools for HED (Hierarchical Event Descriptors).☆17Feb 28, 2026Updated last week
- ☆17Feb 29, 2024Updated 2 years ago
- Correlated Components Analysis (CorrCA) written in Python based on the original Matlab code from Parra's Lab.☆12Jun 21, 2024Updated last year
- Code and data for Feher da Silva, C., Hare, T.A. Humans primarily use model-based inference in the two-stage task. Nat Hum Behav (2020). …☆13Jul 25, 2023Updated 2 years ago