Stars
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Code repository accompanying "Assessing data availability and research reproducibility in hydrology and water resources"
The UNITE toolbox, a set of tools to apply information theory to the diagnostic evaluation of scientific models
💧 This repository holds a list of open source Python packages interesting to Hydrologists
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
A scientific instrument for investigating latent spaces
This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.
Notes but for all to see (always unfinished, probably "unuseless")
Interactive 2D scatter plot widget for Jupyter Lab and Notebook. Scales to millions of points!
A simple and efficient Mamba implementation in pure PyTorch and MLX.
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
✂️ calculate polygon mask for netCDF/GRIB/raster
Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)
Hopular: Modern Hopfield Networks for Tabular Data
Codes working in the R environment to apply rainfall-runoff hydrological models
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-
experimenting with differentiable models of morphogenesis 🔬 🦠
A streamflow characteristics calculator in Python
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Python and torch-based package implementing various parametric and nonparametric methods for conditional density estimation
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
Create 2D graphics on the Mac with Python code