The Top 23 Python Brain Open Source Projects

Open source projects categorized as Python Brain

Categories > Artificial Intelligence > Brain

Categories > Programming Languages > Python

Awesome Neuroscience ⭐ 974

A curated list of awesome neuroscience libraries, software and any content related to the domain.

most recent commit a year ago

Crackq ⭐ 905

CrackQ: A Python Hashcat cracking queue system

most recent commit 3 months ago

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

most recent commit 2 years ago

Nengo ⭐ 781

A Python library for creating and simulating large-scale brain models

dependent packages 10total releases 20most recent commit 5 months ago

100linesofcode ⭐ 589

Let's build something productive in less than 100 Lines of Code.

most recent commit 3 months ago

Brain Segmentation Pytorch ⭐ 554

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

most recent commit a year ago

Neurokernel ⭐ 537

Neurokernel Project

dependent packages 1total releases 2most recent commit 5 months ago

Ella ⭐ 448

Self-improving decision organism

most recent commit 6 years ago

Specaugment ⭐ 411

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

total releases 12most recent commit 3 years ago

Neurolib ⭐ 369

Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬

total releases 25most recent commit 3 months ago

Pixel Recursive Super Resolution ⭐ 357

Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)

most recent commit 5 years ago

U Net Brain Tumor ⭐ 351

U-Net Brain Tumor Segmentation

most recent commit 5 years ago

Program Y ⭐ 346

Python 3.x based AIML 2.0 Chatbot interpreter, framework, related programs and knowledge files

dependent packages 1total releases 62most recent commit 4 months ago

Neurite ⭐ 317

Neural networks toolbox focused on medical image analysis

dependent packages 1total releases 2most recent commit 20 days ago

Brainiak ⭐ 315

Brain Imaging Analysis Kit

total releases 15most recent commit 5 months ago

Eegsynth ⭐ 294

Converting real-time EEG into sounds, music and visual effects

total releases 27most recent commit 8 months ago

Accel Brain Code ⭐ 289

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces

dependent packages 2total releases 12most recent commit 4 months ago

Brayns ⭐ 284

Visualizer for large-scale and interactive ray-tracing of neurons

dependent packages 2total releases 2most recent commit 3 months ago

Python Neo ⭐ 283

Neo is a package for representing electrophysiology data in Python, together with support for reading a wide range of neurophysiology file formats

total releases 4most recent commit 4 months ago

Deepimagereconstruction ⭐ 249

Data and code for Shen, Horikawa, Majima, and Kamitani (2019) Deep image reconstruction from human brain activity. PLoS Comput. Biol. http://dx.doi.org/10.1371/journal.pcbi.1006633.

most recent commit 10 months ago

Brats17 ⭐ 248

Brain tumor segmentation for MICCAI 2017 BraTS challenge

most recent commit 5 years ago

Brain_segmentation ⭐ 246

most recent commit 6 years ago

Bmtk ⭐ 246

Brain Modeling Toolkit

dependent packages 2total releases 13most recent commit 4 months ago

The 10 Most Depended On Python Brain Open Source Projects

Bctpy ⭐ 243

brain connectivity toolbox for python

dependent packages 10total releases 12latest release July 26, 2023most recent commit 9 months ago

Nengo ⭐ 781

A Python library for creating and simulating large-scale brain models

dependent packages 10total releases 20latest release November 17, 2023most recent commit 5 months ago

Bg Atlasapi ⭐ 97

A lightweight python module to interact with atlases for systems neuroscience

dependent packages 7total releases 9latest release March 31, 2022most recent commit 3 months ago

Bluepyopt ⭐ 190

Blue Brain Python Optimisation Library

dependent packages 7total releases 394latest release October 23, 2023most recent commit 4 months ago

Geosketch ⭐ 41

Geometry-preserving random sampling

dependent packages 6total releases 6latest release January 26, 2021most recent commit 3 years ago

Siibra Python ⭐ 44

Software interfaces for interacting with brain atlases - Python client

dependent packages 5total releases 70latest release November 20, 2023most recent commit 3 months ago

Bmtk ⭐ 246

Brain Modeling Toolkit

dependent packages 2total releases 13latest release July 02, 2023most recent commit 4 months ago

Visbrain ⭐ 143

A multi-purpose GPU-accelerated open-source suite for brain data visualization

dependent packages 2total releases 17latest release December 17, 2018most recent commit 4 years ago

Brayns ⭐ 284

Visualizer for large-scale and interactive ray-tracing of neurons

dependent packages 2total releases 2latest release February 26, 2019most recent commit 3 months ago

Pyelectro ⭐ 5

Analysis of electrophysiology in Python

dependent packages 2total releases 9latest release February 22, 2022most recent commit 10 months ago

The 10 Latest Releases In Python Brain Open Source Projects

Bluecellulab ⭐ 8

Simulating and experimenting on single neurons

dependent packages 1total releases 54latest release December 05, 2023most recent commit 4 months ago

Bdpy ⭐ 30

Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)

total releases 17latest release December 01, 2023most recent commit 4 months ago

Actflowtoolbox ⭐ 29

The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.

total releases 7latest release November 28, 2023most recent commit 4 months ago

Tmd ⭐ 27

A python package for the topological analysis of neurons.

dependent packages 1total releases 3latest release November 21, 2023most recent commit 4 months ago

Siibra Python ⭐ 44

Software interfaces for interacting with brain atlases - Python client

dependent packages 5total releases 70latest release November 20, 2023most recent commit 3 months ago

Hbp Neuromorphic Client ⭐ 41

Python client for the Human Brain Project Neuromorphic Computing Platform

total releases 30latest release November 20, 2023most recent commit 3 months ago

Nengo ⭐ 781

A Python library for creating and simulating large-scale brain models

dependent packages 10total releases 20latest release November 17, 2023most recent commit 5 months ago

Fafbseg Py ⭐ 12

Tools to work with the FlyWire and Google segmentations of the FAFB EM dataset. Fully interoperable with navis.

dependent packages 1total releases 33latest release November 14, 2023most recent commit 3 months ago

Neurodecode ⭐ 42

A framework for real-time brain-machine interface

total releases 8latest release November 14, 2023most recent commit 5 months ago

Brats Toolkit ⭐ 53

Code to preprocess, segment, and fuse glioma MRI scans based on the BraTS Toolkit manuscript.

total releases 12latest release November 09, 2023most recent commit 4 months ago

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