Juan Diego Mantilla's repositories
backtrajectory-calculator
This repository contains Python module to calculate backtrajectories using a Lagrangian method based on ERA5 reanalysis data.
Extreme-Value-Analysis
Extreme value analysis (EVA) is a crucial tool for comprehending and anticipating extreme events, such as exceptionally heavy rainfall or severe wind gusts. This guide, inspired by royalosyin's repository provides a comprehensive introduction to EVA,
AEW_Tracker
African easterly wave tracking algorithm
climate_change_dash
Dash-based web application designed to visualize climate change data, focusing on extreme indices from various datasets.
eof-module
An easy way to implement EOF analysis
gridded-cartopy-plots
Python scripts for creating gridded plots using the Cartopy library, a powerful tool for geospatial data processing and visualization. The primary focus is on generating multi-panel or gridded maps, a common requirement in climate science and geospatial analysis.
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
tropical_cyclones_app
A web-based application built with Python's Dash framework. It provides interactive tools for visualizing and analyzing tropical cyclone data sourced from the International Best Track Archive for Climate Stewardship (IBTrACS).
TOEFL_Speaking_Practice_Timer
Python script that helps you practice TOEFL speaking questions type one