hecangbei Goto Github PK

beyondlifneurons

bluepyopt

Blue Brain Python Optimisation Library

bmtk

Brain Modeling Toolkit

brainblocks

Practical Tool for Building ML Applications with HTM-Like Algorithms

brayns

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

brian2

Brian is a free, open source simulator for spiking neural networks.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

coreneuron

Simulator optimized for large scale neural network simulations.

course_cmnp

This is the master code for creating the figures belonging to the course "Computational Modeling of Neuronal Plasticity" created by Florence Kleberg and Prof. Jochen Triesch, and released online for the INCF Learning Portal.

dynasim

DynaSim toolbox for modeling and simulating dynamical systems

game

game projects

genesis-2.4

Repository for continued development of GENESIS 2.4 neural simulator

hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson_ml_2nd

Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"

hecangbei

Config files for my GitHub profile.

hodgkinhuxely

A program to simulate neuronal spiking based on Hodgkin Huxley model

interactive_neuron_model_simulator

Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model etc...

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

nengo

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

nest-gpu

netlogo

turtles, patches, and links for kids, teachers, and scientists

neuron_reduce

neuronaldynamics-exercises

Python exercises accompanying the book "Neuronal Dynamics"

neuronunit

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

neuronvisio

A Graphical User Interface with 3D Visualization features for NEURON simulation enviroment

norse

Deep learning with spiking neural networks (SNNs) in PyTorch.

nrn

NEURON Simulator