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Dongwei Zhang's Projects

acl4ssr icon acl4ssr

SSR 去广告ACL规则/SS完整GFWList规则/Clash规则碎片,Telegram频道订阅地址

awesome-automl icon awesome-automl

Curating a list of AutoML-related research, tools, projects and other resources

awesome-open-geoscience icon awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

deep-learning-for-time-series-data icon deep-learning-for-time-series-data

The examples showcase two ways of using deep learning for classifying time-series data, i.e. ECG data. The first way is using continuous wavelet transform and transfer learning, whereas the second way is using Wavelet Scattering and LSTMs. The explanations of the code are in Chinese. The used data set can be download on:https://github.com/mathworks/physionet_ECG_data/

ecg icon ecg

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

fastei icon fastei

Ultra-fast and Accurate Spectrum Matching

gcalignr icon gcalignr

Simple peak alignment for gas-chromatography data in R

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine-learning-models icon machine-learning-models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

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