Frontiers

Machine learning models diagnose oral squamous cell carcinoma based on cross-cohort oral microbial signatures

The saliva microbiome of oral squamous cell carcinoma (OSCC) patients has been gradually unveiled, but there is a lack of cross-cohort studies, and there is no non-invasive diagnostic model across ...
GitHub

Stock Price Forecasting with ARIMA and XGBoost

invsto-stock-forecasting/ ├─ notebooks/ # Jupyter notebooks for EDA and analysis ├─ src/ # Source code modules │ ├─ data_download.py # Download stock data from Yahoo Finance │ ├─ data_cleaning.py # ...
GitHub

some problems for test_ray_air.py

my environment is: python==3.10.1 ray [all]==2.4.0 pydantic==1.10.1 xgboost-ray catkin-tools==0.9.4 catkin-pkg==0.3.0 matplotlib==3.9.4 pyparsing==2.3.1 tqdm numpy==1.25.1 ...
IEEE

Artificial Intelligence for Mangrove Mapping and Monitoring Using Remote Sensing Imagery and Extreme Gradient Boosting (XGBoost) Algorithm with Python

Abstract: Mangroves are one of the important blue carbon ecosystems that provide numerous benefits for humans and the surrounding environment. The mapping and monitoring of mangrove forests are ...