A Python implementation of active inference for Markov Decision Processes
☆732Sep 6, 2026Updated this week
Alternatives and similar repositories for pymdp
Users that are interested in pymdp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Supplementary scripts for Step-by-step active inference modelling tutorial☆135Oct 9, 2024Updated last year
- Deep active inference agents using Monte-Carlo methods☆101Jun 14, 2025Updated last year
- A repository for major/influential FEP and active inference papers.☆243Jun 28, 2021Updated 5 years ago
- Reinforcement Learning through Active Inference☆86Apr 27, 2020Updated 6 years ago
- Predictive coding in Python☆73Mar 30, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Free Energy Principle and Active Inference tutorials for newbies☆52Nov 18, 2020Updated 5 years ago
- A toy model of Friston's active inference in Tensorflow☆42Jul 28, 2017Updated 9 years ago
- ☆26Jan 13, 2021Updated 5 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Feb 12, 2020Updated 6 years ago
- ☆30Oct 26, 2019Updated 6 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆32Dec 20, 2019Updated 6 years ago
- Repository for "Learning action-oriented models through active inference"☆12May 11, 2020Updated 6 years ago
- On efficient computation in active inference☆17May 31, 2024Updated 2 years ago
- A C++ implementation of active inference for POMDPs☆23Mar 25, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆37May 22, 2020Updated 6 years ago
- Active inference implementation of dynamic multi-armed bandits☆20Jun 25, 2025Updated last year
- Transcripts, metadata, captions, and translations from the Active Inference Institute's video library — a structured, source-namespaced d…☆42Aug 21, 2026Updated 2 weeks ago
- neuronal message passing☆20Oct 30, 2018Updated 7 years ago
- PyHGF: A neural network library for predictive coding☆157Updated this week
- The Julia implementation of the generalised hierarchical Gaussian filter☆37Nov 24, 2025Updated 9 months ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆58Feb 12, 2026Updated 6 months ago
- ☆15Oct 7, 2022Updated 3 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Julia Package for Active Inference☆42Jun 22, 2026Updated 2 months ago
- Python implementation of a Minimal Active Inference Agent☆18Feb 9, 2023Updated 3 years ago
- CPU-oriented Python library for discrete Active Inference experiments in radCAD and cadCAD: deterministic grid worlds, multi-agent transi…☆32Aug 9, 2026Updated 3 weeks ago
- Implementation and evaluation of the AXIOM architecture from the preprint "AXIOM: Learning to Play Games in Minutes with Expanding Object…☆80Jun 2, 2025Updated last year
- A repository collating interesting and/or influential predictive coding papers☆111Aug 1, 2021Updated 5 years ago
- A controlled vocabulary of 429 Active Inference and Free Energy Principle terms, published as a structured, versioned source with determi…☆15Sep 1, 2026Updated last week
- repo for code for paper on general theory associative memory models☆23Jun 15, 2022Updated 4 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆178Nov 23, 2020Updated 5 years ago
- Reverse engineering neural networks☆33Oct 8, 2025Updated 10 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Julia package for automated Bayesian inference on a factor graph with reactive message passing☆413Aug 31, 2026Updated last week
- dynamic planning, hybrid models, hierarchical active inference, tool use☆15Jun 13, 2025Updated last year
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆11May 22, 2020Updated 6 years ago
- ☆22Aug 13, 2025Updated last year
- [NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual…☆15Jan 22, 2024Updated 2 years ago
- Metacognitive efficiency modelling in Python.☆22Nov 8, 2023Updated 2 years ago
- Python toolkit for Active Inference Symposium research analysis: presenter profiling, LLM-assisted proposal generation, and visualization…☆12Aug 3, 2026Updated last month