This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.

Collection of Lake Metabolism Functions

Water management model for the Delaware River Basin, based on the pywr simulation framework

Vector data cubes for Xarray

A metadata repository serves as the homepage to navigate the repositories here

dynamical.org website

A collective list of free APIs

This is the repository for Data Readiness Cluster to maintain the AI-ready data checklist.

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

Collection of materials for EFI Ecological Forecasting Cyberinfrastructure Workshop 2024

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Free Weather Forecast API for non-commercial use

Positron, a next-generation data science IDE

Corps Water Management System RESTful Data Service https://cwms-data-api.readthedocs.io/latest

Example forecast for the EFI-USGS River Chlorophyll Forecast Challenge

Serialize EFI forecast metadata according to https://stacspec.org standard

Cyberinfrastructure to support the EFI-USGS River Chlorophyll Forecasting Challenge

Cyberinfrastructure to support the NEON Forecasting Challenge

What does changing snowmelt mean for flow in the western US?

Python library to train neural networks with a strong focus on hydrological applications.

Deep learning model for predicting environmental variables on river systems

Python library for building Pangeo Forge recipes.

Collection of code from the HABs Proxies group to forecast chl-a for Ecological Forecasting Challenge 2022

Cloud-friendly access to archival data

Code repo for Delaware River Basin machine learning models that predict dissolved oxygen

Python library for working with PRMS