Pinned Repositories
BiLSTM_Attention_CRF_Seq_labeling
用于序列标注的框架
bp-estimation-mimic3
Crucial pieces of code for the BP estimation using MIMIC III database. Paper submitted to Sensors journal.
cardio
Pulse oximetry data processing and classification
deep-head-pose
:fire::fire: Deep Learning Head Pose Estimation using PyTorch.
DeepRNN
long-term blood pressure prediction with deep recurrent neural networks
dtaidistance
Time series distances: Dynamic Time Warping (DTW)
ecgPpg2Art
Predict blood pressure (systolic and diastolic) rythm from ECG and pulse oximeter signals
evaluation-2021
Evaluation code for the PhysioNet/CinC Challenge 2021
face-to-bmi-vit
Predict the Body Mass Index with one image of a human face, with state-of-the-art results.
fathon
python package for DFA (Detrended Fluctuation Analysis) and related algorithms
szsongyj's Repositories
szsongyj/face-to-bmi-vit
Predict the Body Mass Index with one image of a human face, with state-of-the-art results.
szsongyj/kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
szsongyj/spectrum
Spectral Analysis in Python
szsongyj/wfdb-python
Native Python WFDB package
szsongyj/imbalanced-ensemble
Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库
szsongyj/evaluation-2021
Evaluation code for the PhysioNet/CinC Challenge 2021
szsongyj/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
szsongyj/MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
szsongyj/shap-hypetune
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
szsongyj/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
szsongyj/PythonAiRoad
source code of some articles
szsongyj/m2cgen
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies
szsongyj/pycm
Multi-class confusion matrix library in Python
szsongyj/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
szsongyj/pyVHR
Python framework for Virtual Heart Rate
szsongyj/PyEMD
Python implementation of Empirical Mode Decompoisition (EMD) method
szsongyj/hrv-analysis
Package for Heart Rate Variability analysis in Python
szsongyj/scikit-feature
open-source feature selection repository in python
szsongyj/jpmml-lightgbm
Java library and command-line application for converting LightGBM models to PMML
szsongyj/dtaidistance
Time series distances: Dynamic Time Warping (DTW)
szsongyj/fathon
python package for DFA (Detrended Fluctuation Analysis) and related algorithms
szsongyj/sklearn-porter
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
szsongyj/MFDFA
Multifractal Detrended Fluctuation Analysis in Python
szsongyj/rPPG
szsongyj/bp-estimation-mimic3
Crucial pieces of code for the BP estimation using MIMIC III database. Paper submitted to Sensors journal.
szsongyj/deep-head-pose
:fire::fire: Deep Learning Head Pose Estimation using PyTorch.
szsongyj/kaggledays-2019-gbdt
Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop
szsongyj/text-classification-BiLSTM-Attention-pytorch
文本分类， 双向lstm + attention 算法
szsongyj/vascular-ageing
Container for Python analysis codes regarding "Prediction of vascular ageing based on smartphoneacquired PPG signals"
szsongyj/Meachine-Learning
Applied Principle Component Analysis and support vector machine (SVM) in a pipeline, using Python to predict heart diseaseUsed supervised learning methods: Logistic Regression adjust and compared it with pre-pruned Decision Tree and Random Forest