🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others
☆54Jan 30, 2026Updated last month
Alternatives and similar repositories for awesome-MIT-ai-for-climate-change
Users that are interested in awesome-MIT-ai-for-climate-change are comparing it to the libraries listed below
Sorting:
- A tutorial for getting started with machine learning for climate modeling☆13Feb 6, 2024Updated 2 years ago
- 🌎 A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.☆27Dec 9, 2022Updated 3 years ago
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆21Sep 29, 2025Updated 5 months ago
- A Large-Scale Climate Model Dataset for Machine Learning☆32Aug 11, 2025Updated 6 months ago
- ☆24Apr 3, 2023Updated 2 years ago
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆13Jul 13, 2023Updated 2 years ago
- Statistical tests on xarray objects☆14Nov 24, 2025Updated 3 months ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Oct 23, 2019Updated 6 years ago
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated 10 months ago
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 2 years ago
- ☆15Feb 25, 2026Updated last week
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆33Apr 13, 2021Updated 4 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Sep 22, 2022Updated 3 years ago
- python package for cesm output diagnosis☆24Jun 21, 2019Updated 6 years ago
- An implementation of Compositional Attention: Disentangling Search and Retrieval by MILA☆14Jun 1, 2022Updated 3 years ago
- IPCC AR6 Chapter 11 - analysis and visualization code☆13Jun 8, 2023Updated 2 years ago
- INFRA-COMPASS is a tool that leverages Large Language Models (LLMs) to create and maintain an inventory of state and local codes and ordi…☆15Updated this week
- Scalable workflow for crop boundary delineation using pre-trained deep learning model☆11Jul 20, 2023Updated 2 years ago
- ☆10Jun 11, 2022Updated 3 years ago
- Statistical extreme value analysis of storm surges with Python☆12Jan 3, 2024Updated 2 years ago
- Source code for ClimateLearn☆352Mar 16, 2024Updated last year
- ☆32Dec 18, 2023Updated 2 years ago
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Oct 21, 2022Updated 3 years ago
- ☆15Jun 4, 2014Updated 11 years ago
- Trajectory analysis software, that produces time height cross sections with residencte time clustered by surface type.☆12Aug 3, 2025Updated 7 months ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Jul 19, 2018Updated 7 years ago
- The public repo for the source code of WindBorne's WeatherMesh-3☆21Oct 16, 2025Updated 4 months ago
- Python library for validating and managing binary array linked data files, e.g. HDF, netCDF.☆12Oct 14, 2022Updated 3 years ago
- This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of the…☆16Jul 6, 2020Updated 5 years ago
- GUI for configuring CESM cases☆13Mar 2, 2026Updated last week
- Supporting code for Davenport and Diffenbaugh 2021☆14Sep 23, 2022Updated 3 years ago
- Marine Heatwave Visualization☆17Jun 1, 2018Updated 7 years ago
- ☆18Feb 18, 2026Updated 2 weeks ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Jan 2, 2023Updated 3 years ago
- ☆35Dec 3, 2024Updated last year
- DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circula…☆18Feb 4, 2024Updated 2 years ago
- ☆18Sep 24, 2022Updated 3 years ago