Projects

Scientific Software

Updated 6 months ago

scores — Peer-reviewed • Rank 16.4 • Science 98%

scores: A Python package for verifying and evaluating models and predictions with xarray - Published in JOSS (2024)

climate contingency-table dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray

Economics

Scientific Software · Peer-reviewed

Updated 6 months ago

deepchecks • Rank 22.8 • Science 54%

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

data-drift data-science data-validation deep-learning html-report jupyter-notebook machine-learning ml mlops model-monitoring model-validation pandas-dataframe python pytorch

Updated 5 months ago

https://github.com/drsteve/pyforecasttools • Rank 9.7 • Science 46%

Forecast Verification/Validation Tools in Python

contingency-table forecast-verification model-validation python python-3 statistics

Updated 6 months ago

ruvpy • Science 67%

Reference implementation of the Relative Utility Value metric for forecast value assessment

climate decision-science environmental-modelling forecast-assessment forecast-evaluation forecast-value forecast-verification forecasting model-validation modelling open-science relative-utility-value ruv verification water weather

Updated 6 months ago

inlatools • Science 44%

An R package with useful functions to diagnose INLA models

bayesian-statistics gplv3 inla mixed-models model-checking model-validation r

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

scores — Peer-reviewed • Rank 16.4 • Science 98%

deepchecks • Rank 22.8 • Science 54%

https://github.com/drsteve/pyforecasttools • Rank 9.7 • Science 46%

ruvpy • Science 67%

inlatools • Science 44%