Pinned Repositories
HAR_LSTM_CNNs
Using LSTM and CNN+LSTM to provide solutions for Human Activities Recognition
HARAndroid
Human Activity Recognition on Android
Human-Activity-Recognition-Using-Smartphones
Human-Activity-Recognition-with-Neural-Network-using-Gyroscopic-and-Accelerometer-variables
The VALIDATION ACCURACY is BEST on KAGGLE. Artificial Neural Network with a validation accuracy of 97.98 % and a precision of 95% was achieved from the data to learn (as a cellphone attached on the waist) to recognise the type of activity that the user is doing. The dataset's description goes like this: The sensor signals (accelerometer and gyroscope) were pre-processed by applying noise filters and then sampled in fixed-width sliding windows of 2.56 sec and 50% overlap (128 readings/window). The sensor acceleration signal, which has gravitational and body motion components, was separated using a Butterworth low-pass filter into body acceleration and gravity. The gravitational force is assumed to have only low frequency components, therefore a filter with 0.3 Hz cutoff frequency was used.
machine-learning-yearning-cn
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
NIRS-Spectroscopy
NIRS data analysis with Machine Learning (ML) algorithms
PSpider
简单易用的Python爬虫框架,QQ交流群:597510560
HiYKY's Repositories
HiYKY/HAR_LSTM_CNNs
Using LSTM and CNN+LSTM to provide solutions for Human Activities Recognition
HiYKY/PSpider
简单易用的Python爬虫框架,QQ交流群:597510560
HiYKY/Applied-Machine-Learning
Human Activity Recognition
HiYKY/cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/
HiYKY/Cpp-Primer-Plus-Plus-Plus
💻💻💻 Cpp-Prime5➕Cpp-Primer-Plus6
HiYKY/Culturally-Competent-Human-Activity-Recognition-with-a-Pepper-Robot
All my source code and dataset for my thesis - Culturally competent Human Activity Recognition with a Pepper robot
HiYKY/dl-eeg-review
Supplementary material for systematic literature review on deep learning and EEG.
HiYKY/dl-for-har-comparison
Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.
HiYKY/ESDaP
Epileptic Seizure Detection and Prediction from EEG data
HiYKY/excel-to-csv
excel文档一键转换csv格式
HiYKY/FlowChar
A tiny tool for conversion from pseudo-code to flowchart in character format.
HiYKY/foobox-cn
HiYKY/HAR-Net
Human Activity Recognition based on Convolutional Neural Network
HiYKY/HsuanTienLin_MachineLearning
HiYKY/Human-Activity-Recognition-10
Human Activity Detection is the problem of predicting what a person is doing based on a trace of their movement using sensors. The "Human Activity Detection Dataset" includes data collected from 34 subjects, each of whom were asked to perform 18 tasks for 3 minutes each. Each subject had a smartwatch placed on his/her dominant hand and a smartphone in their pocket. The data collection was controlled by a custom-made app that ran on the smartphone and smartwatch. The sensor data that was collected was from the accelerometer and gyroscope on both the smartphone and smartwatch, yielding four total sensors. The sensor data was collected at a rate of 20 Hz (i.e., every 50ms). The smartphone was either the Google Nexus 5/5X or Samsung Galaxy S5 running Android 6.0 (Marshmallow). The smartwatch was the LG G Watch running Android Wear 1.5.
HiYKY/human-activity-recognition-6
Human Activity Recognition from timeseries data
HiYKY/Human_Activity_Recognition-1
Using Deep Learning models to detect Human Activity using Sequential Data collected from sensor devices
HiYKY/hyperopt-doc-zh
Github开源项目hyperopt系列的中文文档,以及学习教程等
HiYKY/keras-attention-mechanism
Attention mechanism Implementation for Keras.
HiYKY/kinetic-schemes
Kinetic reaction schemes applicable to biomass pyrolysis
HiYKY/leeml-notes
李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes
HiYKY/LSTM-RNN-for-Human-Activity-Recognition
Final Year Individual Project.
HiYKY/MachineLearning
学习机器学习的路上...
HiYKY/MachineLearningNotes
My personal notes
HiYKY/new-pac
科学上网/自由上网/翻墙/软件/方法,免费shadowsocks/ss/ssr/v2ray/goflyway账号,vps一键搭建脚本/教程
HiYKY/on-device-activity-recognition
Personalized machine learning on the smartphone
HiYKY/PlotNeuralNet
Latex code for making neural networks diagrams
HiYKY/pyeeg
Python + EEG/MEG = PyEEG
HiYKY/research-proposal-template
LaTeX template to outline and draft academic papers (or theses) in Computer Science (in English and German language)
HiYKY/tensorflow
An Open Source Machine Learning Framework for Everyone