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100-days-of-ml-code

100 Days of ML Coding

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adam

the Amsterdam Decoding And Modeling (ADAM) toolbox

analyzingneuraltimeseries

Code for ANTS book (Cohen, 2012, MIT Press)

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

automagic

Automagic

bayescog_wien

Teaching materials for BayesCog at Faculty of Psychology, University of Vienna

bayesfactor

A Matlab package for Bayes Factor statistical analysis

bcilab

MATLAB Toolbox for Brain-Computer Interface Research

brucer

🛠 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

caffe

Caffe: a fast open framework for deep learning.

cardioception

Python Cardioception Package - Measuring interoceptive performance with Psychopy

ccm-site

NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling

cogcomneurosci.github.io

:fire: Repository to store the Verguts lab website :fire:

computational-modelling

Code and website accompanying Farrell & Lewandowsky's (2017) book

cortese_et_al_2021

Data and code to reproduce main analyses and figures in Cortese et al., eLife 2021

course-content

NMA Computational Neuroscience course

course-content-dl

doing-meta-analysis-in-r

All R codes for the guide "Doing Meta-Analysis in R"

eeg-analysis-public

EEG-analysis-HMM

electrophysiologydata

A list of openly available datasets in (mostly human) electrophysiology.

erplab

ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides enormous power for intermediate and advanced users.

fieldtrip

The MATLAB software toolbox for MEG and EEG analysis

fooof

Parameterizing neural power spectra into periodic & aperiodic components.

fooof_mat

A Matlab wrapper for FOOOF.

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

hbayesdm

Hierarchical Bayesian modeling of RLDM tasks, using R & Python

hmm-mar

Toolbox for segmentation and characterisation of transient connectivity

ims

📚 Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference.

jlab

A Matlab toolbox for big data analysis, signal processing, mapping, and oceanographic applications.