blutjens / awesome-MIT-ai-for-climate-changeLinks
π A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others
β48Updated 6 months ago
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 Python package for tackling diverse environmental prediction tasks with NPs.β115Updated 3 months ago
- A project-based learning course where teams of climate science and data science students collaborate to create machine learning predictivβ¦β39Updated 3 months ago
- ML Datasets Catalogβ58Updated 2 years ago
- Subseasonal forecasting modelsβ55Updated 6 months ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".β42Updated this week
- Research and experiments for downscaling climate/weather data via generative learningβ34Updated 3 years ago
- β18Updated 10 months ago
- β20Updated 2 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.β87Updated 6 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.β157Updated 6 months ago
- Data access package for the SubseasonalClimateUSA datasetβ33Updated 9 months ago
- Ai2 Climate Emulatorβ116Updated 2 weeks ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"β30Updated last year
- Models for the EarthNet2021 challenge.β46Updated 11 months ago
- Climate Analytics using Deep Neural Networks in Python.β63Updated last year
- β164Updated 3 years ago
- A Python package for Earth forecasting transformerβ86Updated last year
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learningβ22Updated 5 months ago
- β21Updated last year
- A modular framework for evaluating weather forecastsβ120Updated last week
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger fβ¦β54Updated 7 months ago
- machine learning for the atmospheric sciences - a CSU courseβ32Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!β114Updated last year
- β91Updated last year
- β61Updated 7 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.β64Updated this week
- Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'β99Updated last year
- A time series foundation model for Earth Observationβ66Updated last year
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciencesβ14Updated 3 years ago
- β35Updated 5 months ago