175 Open source projects that are alternatives of or similar to POMDP

Python implementation of POMDP framework and PBVI & POMCP algorithms.

Solving POMDP using Recurrent networks

Modeling agents with probabilistic programs

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

Solve BipedalWalkerHardcore-v2 with TD3

Helping researchers in routine procedures for data collection

VisualQC : assistive tool to ease the quality control workflow of neuroimaging data.

Keras for Science

One-Shot Object Appearance Learning using Spiking Neural Networks

Code Generation Framework For NEURON MODeling Language

Software platform for clinical neuroimaging studies

Main TVB codebase

Just Another Tool for Online Studies

A package for data-driven validation of neuron and ion channel models using SciUnit

The Verifiably Safe Reinforcement Learning Framework

Solving board games like Connect4 using Deep Reinforcement Learning

PyoMyo - Python Opensource Myo armband library

Extended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).

Reorganising NIfTI files from dcm2niix into the Brain Imaging Data Structure

Reinforcement Learning in Vrep

Flow-based synchronized parallel DAQ from diverse sources and flexible control for neuroscience experiments

Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Rich literature review and discussion on the implementation of "Hierarchical Decision-Making for Autonomous Driving"

Comparison of bandit algorithms from the Reinforcement Learning bible.

Deep learning in a spiking neural network using segregated dendrites.

AntroPy: entropy and complexity of (EEG) time-series in Python

Train PyTorch Models using the Genetic Algorithm with PyGAD

Automated 3D cell detection and registration of whole-brain images

Spiking neural network system

Nuerapse simulations for SNNs

A toolbox for inferring spikes from calcium traces.

The open source toolbox for reproducible diffusion MRI-based microstructure estimation

Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3

Public release of The Cole-Anticevic Brain-wide Network Partition (CAB-NP)

All things Miniscope v4

Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.

A virtual optogenetics laboratory

xingtian is a componentized library for the development and verification of reinforcement learning algorithms

📊 Gene expression in neuroexpresso database

Resources for data driven neuroscientists.

Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python 🧠🔧

A lightweight python module to interact with atlases for systems neuroscience

Pytorch Implementation of RL algorithms

Segmentation of 3D shapes in a common anatomical space

ML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions

A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments

MATLAB/Octave GIfTI Library

Core methods and structures for neuroscience research in Julia.

Python 3 library for analysis of neuroanatomical data

medical image visualization library and development toolkit

Dynamic Time Warping in Python / C (using ctypes)

Example with Cortex V2 API

Curate, visualize, annotate, and share your behavioral ephys data using Python

Multi-modal Image Registration And Connectivity anaLysis

Scalable Implementation of Neural Fictitous Self-Play

A model car learns driving along a track using reinforcement learning

A table containing imaging analysis tools for biology, with a focus on calcium imaging.

Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO