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100-days-of-ml-code

100-Days-Of-ML-Code中文版

awesome-ppg

A comprehensive collection of PPG-related resources, including libraries, datasets, tutorials, papers, and more, for researchers and developers in the Photoplethysmography(HR/SpO2/BP) field.

awesome-tda

A curated list of topological data analysis (TDA) resources and links.

bctpy

brain connectivity toolbox for python

bpppg

Blood Pressure Estimation using PPG Signal Morphological Features

chatgpt

🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

d-fast

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

darknet

Convolutional Neural Networks

deepsleepnet

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

derivebp_fromppg

Preprocessing, feature extraction and ML to derive a BP signal from PPG waveform

dgl_partition

ecg-augmentations

ECG time-series augmentations library

eeg-atcnet

Attention temporal convolutional network for EEG-based motor imagery classification

eeg-conformer

EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

eeg-gcnn

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

eeg-transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

eeg_harmonization

eeg_model

Generating emotional dialogue lines for Social Sharing of Emotions using GPT-2

eegraph

EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.

emotion-recognition-eeg-transformer

emotion-recognition-papers

A list of papers for emotion recognition using machine learning/deep learning.

emotion-recognition-transformers

SOTA methods for performing emotion classification using Transformers.

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

gnn4eeg

graph-neural-network-papers

图神经网络、图卷积网络、图注意力网络、图自编码网络、时空图神经网络等论文合集。

graphormer-v2

heartrate_analysis_python

Python Heart Rate Analysis Package, for both PPG and ECG signals

human-computer-interaction

国科大人机交互大作业：多模态情感识别

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）