Skip to content

ExpressLens/DeepLearning-for-Climate

Repository files navigation

Deep Learning 4 Climate Change

Binder](https://mybinder.org/v2/gh/ExpressLens/DeepLearning-for-Climate/HEAD) Jupyter Notebook](https://nbviewer.org/github/ExpressLens/DeepLearning-for-Climate/tree/main/) TensorFlow](https://www.tensorflow.org/) Python](https://www.python.org/) Transformers](https://huggingface.co/transformers/) License: GPL v3](https://www.gnu.org/licenses/gpl-3.0)

Welcome to Deep Learning 4 Climate Change with TensorFlow! This project provides learning materials for understanding the core concepts of deep learning and practical TensorFlow applications.

Topics Overview

  1. Introduction to Deep Learning and TensorFlow
  2. Building User Interfaces and Reproducibility
  3. Computer Vision
  4. Introduction to Sequence Modelling
  5. Advanced ML Applications
  6. Advanced TensorFlow

Please refer to the respective folders for detailed lessons and Jupyter notebooks for each week's topics.

About

An open-source collection of Jupyter notebooks exploring the fundamental concepts of deep learning and its application to climate change problems, using TensorFlow. Ideal for learning the basics of deep learning and practical TensorFlow implementation.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors