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2022_intro_python

Course Repository for "Introduction to Scientific Programming with Python" (UNIL, FGSE, Fall 2022)

2022_ml_earth_env_sci

Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences

2022_ml_ees

Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)

ace-the-frontend

This repository contains frontend projects that will help you to become an ace Frontend Developer.

ai-models-panguweather

causal_ml

Selecting Robust Features for Machine Learning Applica- tions using Multidata Causal Discovery

cbam-tensorflow

CBAM implementation on TensowFlow

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

fkb

A two-way deep learning bridge between Keras and Fortran

forcesmip

repository for code and methods associated with the ForceSMIP project

gyp050

hackyhours

Hacky Hour Lesson

jupyternotebook_jgr

This repo includes all the scripts that I used for producing the figures for my JGR-Atmosphere paper

keras-io

Keras documentation, hosted live at keras.io

mooc-machine-learning-weather-climate

neurips-2020-sevir

Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"

non-linear-time-series-analysis

This repository is intended to serve as a standalone package for all non linear time series based analysis

practical_dl

DL course co-developed by YSDA, HSE and Skoltech

practicalsessions2020

Repository for tutorial sessions at EEML2020

practicalsessions2021

practicalsessions2022

Hands-on tutorials at EEML2022 summer school

pymet

Python based Meteorological analysis and Graphics module

python_class

This repository contains all the scripts used for the python class for JRFs at IITM

rgcpd

Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.

tcpypi

tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python

tigramite

Tigramite is a time series analysis python module for causal discovery. The Tigramite documentation is at

tropical_cyclone_risk

A Physics-Based, Tropical Cyclone Downscaling Model