A simplified, unified HEC-DSS Library for Python

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Numerical Methods in Civil & Environmental Engineering. UC Davis ECI 115.

Digital Twin for Water Distribution Systems. A work by the SUTD Critical Infrastructure Systems Lab, TU Delft, CISPA, and iTrust

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

An EPANET compatible python package to simulate and analyze water distribution networks under disaster scenarios.

Drought Resilient Interscale Portfolio Planning

Lab manual for the Reed Group at Cornell CEE

A modern LaTeX Beamer theme

Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data

Clockwork VAEs in JAX/Flax

Deep Hierarchical Planning from Pixels

Mastering Atari with Discrete World Models

AlphaZero for continuous control tasks

Learning Latent Dynamics for Planning from Pixels

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

TensorLy: Tensor Learning in Python.

Really Fast End-to-End Jax RL Implementations

Learning in infinite dimension with neural operators.

Trax — Deep Learning with Clear Code and Speed

Implementing the Denoising Diffusion Probabilistic Model in Flax

Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.

Tutorials for basic analysis of CMIP6 climate models on the Google Cloud Platform.

Examples of using the Planetary Computer