stephenx24,Stephen24,github

arrhythmia-classification-of-12-leads-ecg

A Keras implementation of "A 12-Lead ECG Arrhythmia Classification Method Based on 1D Densely Connected CNN", A 3rd prize solution of "The First China ECG Intelligent Competition"

awesome-tiny-object-detection

🕶 A curated list of Tiny Object Detection papers and related resources.

building-computer-vision-projects-with-opencv4-and-cplusplus

Implement complex computer vision algorithms and explore deep learning and face detection

codinginterviews2-bypython

此项目是《剑指offer》第二版里算法面试题的Python3实现版本，作为一本经典书籍，可以时常拿出来看一看、翻一翻、记一记。同时也是为了Python程序员能够更好的通过公司的技术面试，拿到心仪的offer。

cpsc-2020-pvc-and-spb-detection

Solution&Code for CPSC 2020, top10 on the Premature Ventricular Contraction and Supraventricular Premature Beat from Long-term ECGs

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

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.

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

ecg

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

imgaug

Image augmentation for machine learning experiments.

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

kissfft

a Fast Fourier Transform (FFT) library that tries to Keep it Simple, Stupid

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

neurokit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

obstructive-sleep-apnea-detector

Detection of Obstructive Sleep Apnea using Heart Rate Variability in ECG Signals using the Time Domain and Frequency Domain methods and Classification is done using SVM(Support Vector Machines) and K-Means Clustering.