Seasonal Forecasts Management Platform

🌀❄️🌩️ This repository contains some examples for creating 2d and 3d weather plots using matplotlib and cartopy libraries in python3.

A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.

Example script to visualize topographic data, earthquake data, and tomographic data on a map

Ejercicios PYGMT en Jupyter Notebook

Project for prediction of immigrant displacement in South Sudan

An ecosystem of data, models and code pipelines to tackle flooding with ML🌊

Marine Heatwave Visualization

A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesoscale currents over the satellite altimetry record".

used regression algorithms (linear regression, random forest,svr,decision tree)

Predicting Transient Temperatures during Heat Conduction using Ensemble Regression Models

Python Data Science Handbook: full text in Jupyter Notebooks

Modul 3 JCDS JKT

JCDS 09 JKT Material - All Regression Model

Using the following 4 Methods: (1) Support Vector Regression, (2) Decision Trees, (3) Random Forest, (4) 3-layer dense Neural Network , I will try to show the relative performance of each method to…

A machine learning project related to house prices predictions. The main techniques of this project are Feature engineering, Random Forest, Gradient Boosting, Keras, TensorFlow and advanced regress…

The goal of this article is to follow a recommended machine learning workflow on how to perform a petrophysical interpretation using an ensemble technique (Supervised Learning model), which is wide…

Data Science Using Python

py311 Tratamiento y visualización de datos con Pandas y Matplotlib

Diseño y desarrollo de APIs con Python

CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets

PCIC's Daily Climate Downscaling Library

ScotPHO COVID-19 Community Vulnerability

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.

Model to calculate various drought indices from precipitation/temperature data

2021年统计后处理培训教程.