Stars
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
Now we have become very big, Different from the original idea. Collect premium software in various categories.
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).
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
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image
Pytorch implementation for "TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents"