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awesome-climate-change-ai

A curated list of awesome things related to Climate change and AI.

awesome-earth-system-ml

🌎 A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.

awesome-forests

🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.

awesome-github

A curated list of awesome GitHub tools, libraries, resources, and shiny things.

awesome-mit-ai-for-climate-change

🌍 A curated list of MIT researchers that tackle climate change with machine learning for applying students, undergraduates, or others

awful-ai

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

blutjens.github.io

Personal webpage

cadrl_ros

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

cesm-emulator

Download CMIP6 CESM data for emulator development

climate-emulator-tutorial

A tutorial for getting started with machine learning for climate modeling

climatebench

climateset

A Large-Scale Climate Model Dataset for Machine Learning

ct_classifier

Example repository for the CV4Ecology 2022 Summer School (lecture 4)

deep-downscaling-overview

deepforest-streamlit-app

Streamlit web app for Deep Forest: Generate visual simulation of reforestation

deeptreeattention

Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction

deepxde

Deep learning library for solving differential equations and more

e3sm-mmf_baseline

eie-earth-public

Earth Intelligence Engine: Physically-Consistent Visualizations of Climate Events with Deep Generative Vision Models

fno-helmholtz

A Fourier neural operator-based solver of the 2D inhomogeneous Helmholtz equation

graphino

Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks". This paper is currently under review.

image-super-resolution-via-iterative-refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

models

Models and examples built with TensorFlow

oasis

Official implementation of the ICLR 2021 paper "You Only Need Adversarial Supervision for Semantic Image Synthesis"

oceanfourcast

Ocean emulator

perc_neuron_ros_ur10

Copies Perception Neuron hand motion from Windows API onto UR10 in ROS

reforestree

🌴 A dataset for estimating tropical forest biomass based on drone and field data

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

srflow

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch