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100-days-of-ml-code

100-Days-Of-ML-Code中文版

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

awesome-bci

Curated Collection of BCI resources

bids_fmri_analysis_nipype

Analysis pipeline for fMRI (and structural) images in BIDs format

binorg_decoding

Bin-Organized Decoding (edit Bae&Luck, 2018).

cnn_for_classification

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dsi2lsl

LSL Integration for Wearable Sensing EEG Hardware

eeg-motor-imagery-classification-cnns-tensorflow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

eeg_decoding_demo

Demo Code for EEG Decoding based on Python

eegsignalquality

Python script for checking EEG signal quality

erp_decoding_withchineseannotations

ERP decoding codes with detailed Chinese Annotations

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 toolbox for MEG, EEG and iEEG analysis

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

keras-ncp

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

labstreaminglayer

LabStreamingLayer super repository comprising submodules for LSL and associated apps.

lsl4unity

A integration approach of the LabStreamingLayer Framework for Unity3D

ml-surveys

📋 Survey papers summarizing advances in machine learning.

mne-python

MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

mnelab

MNELAB - a graphical user interface for MNE

neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

nlp-conferences-code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

nn_vis

A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.

psychtoolbox-3

Psychophysics Toolbox Version 3 (PTB-3) is a free set of Matlab and GNU Octave functions for vision and neuroscience research.

pylink_book

Eye-tracking with Python and Pylink

python-core-50-courses

Python语言基础50课

python-eeg-handbook

Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python