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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

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

hrv-analysis

Package for Heart Rate Variability analysis in Python

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

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

jpmml-lightgbm

Java library and command-line application for converting LightGBM models to PMML

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

kaggledays-2019-gbdt

Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop

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.

linear-attention-recurrent-neural-network

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

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

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

medium_notebook

Repository containing notebooks of my posts on Medium

mfdfa

Multifractal Detrended Fluctuation Analysis in Python

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

ppg_abp

Predicting ABP by PPG signal using LSTM.

pycm

Multi-class confusion matrix library in Python

pyemd

Python implementation of Empirical Mode Decompoisition (EMD) method

pythonairoad

source code of some articles

pyvhr

Python framework for Virtual Heart Rate

rppg