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2nd-ml100days

analyzing_neural_time_series

python implementations of Analyzing Neural Time Series Textbook

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

auto-eeg-diagnosis-example

bigdatauniversity_spssfundamentalsi

Training material for Predictive Modeling Fundamentals I hosted in BigDataUniversity

brain_typing

Codes, data for brain typing paper.

braindecode

A deep learning toolbox to decode raw time-domain EEG.

cf

Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications

deepeeg

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

deepexplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain includes support for as well as Shapley Values sampling.

eeg-based-control

eeg-emotion-recognition

EEG data processing and it's convolution using AutoEncoder + CNN + RNN

eeg-signal-classification

Eye open and close classification using Machine Learning

eeg_classifier

A general matlab framework for EEG data classification

eegapp

A MATLAB application to automatize analysis of EEG data

eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

eegsynth

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

emokit

Open source driver for accessing raw data from the Emotiv EPOC EEG headset

emotionet

Demo Code for "EmotioNet: A 3-D Convolutional Neural Network for EEG-based Emotion Recognition"

entropy

EntroPy: complexity of (EEG) time-series in Python

getcards

Notebook to download machine learning flashcards

kaggle-eeg

3rd place Kaggle/Uni Melbourne seizure prediction

meg-diagnosis-from-raw-signals

notebook

Jupyter Interactive Notebook

obsidian-day-planner

An Obsidian plugin for day planning and managing pomodoro timers from a task list in a Markdown note.

paperrobot

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

pyprep

A python implementation of the Preprocessing Pipeline (PREP) for EEG data

quillbot-premium-for-free

Quillbot Unlock: It is used users paraphrase an unlimited number of words, with access to seven different writing modes and four synonyms options. Its summarizer feature has a word limit of 6000, and can process up to 15 sentences at once. Additionally, users have the option to freeze unlimited words and phrases.

tutorials

机器学习相关教程

winmerge

WinMerge is an Open Source differencing and merging tool for Windows. WinMerge can compare both folders and files, presenting differences in a visual text format that is easy to understand and handle.