jianshu-l Goto Github PK

advance-bayesian-modelling-with-pymc3

analysispacman

autolfads-deploy

Deployment strategies for AutoLFADS

buzcode

Code for internal lab sharing - polishing has started but is by no means complete

computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

course-content

NMA Computational Neuroscience course

cs231n.github.io

Public facing notes page

diffyqs

Notes on Diffy Qs, a textbook for differential equations

dpca

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

ema

glmspiketraintutorial

Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data

glmspiketraintutorial_python

gpt4free

decentralising the Ai Industry, just some language model api's...

homework

Assignments for CS294-112.

lfads

Models and examples built with TensorFlow

markdown-cv

a simple template to write your CV in a readable markdown file and use CSS to publish/print it.

methods_class

"Approaches to Study Neural Circuits" course

mlp

Code for the course mlp

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

nn-brain

Tutorial codes for modeling brains with neural nets

ntm

TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

precisionworkshop1_prep

Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling

preprocess

pre-process pacman data

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

spike-count-correlations

MATLAB tools for spike count and signal correlation analyses of neurophysiological data

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

vediocode

create vedio for pacman game