Metadata-Version: 2.1
Name: nucml
Version: 1.0.0.dev1
Summary: ML-oriented tools for navingating the nuclear data evaluation pipeline.
Home-page: https://github.com/pedrojrv/nucml
Author: Pedro Jr Vicente Valdez
Author-email: pedro.vicentevz@berkeley.edu
License: GNU General Public License v3 or later (GPLv3+)
Project-URL: Documentation, https://pedrojrv.github.io/nucml
Description: # NucML
        
        Pedro Vicente-Valdez\
        Nuclear Engineering PhD Candidate - UC Berkeley \
        pedro.vicentevz@berkeley.edu
        Neutronics Group
        
        
        
        NucML is the first and only end-to-end python-based supervised machine learning pipeline for enhanced bias-free nuclear data generation and evaluation to support the advancement of next-generation nuclear systems. It offers capabilities that allows researchers to navigate through each step of the ML-based nuclear data cross section evaluation pipeline. Some of the supported activities include include dataset parsing and compilation of reaction data, exploratory data analysis, data manipulation and feature engineering, model training and evaluation, and validation via criticality benchmarks. Some of the inherit benefits of this approach are the reduced human-bias in the generation and solution and the fast iteration times. Resulting data from these models can aid the current NDE and help decisions in uncertain scenarios.
        
        
        # Installation and Setup
        
        Please refer to the Installation guide in the official documentation here: https://pedrojrv.github.io/nucml/getting-started.html.
        
        
        <!-- cd C:\Users\Pedro\Desktop\nucml\sphinx
        sphinx-apidoc -f -o source ../nucml/
        sphinx-build source ../html/
        make html -->
Keywords: nuclear ml nucml nuclearml nucleardata data cross section
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)
Classifier: Operating System :: OS Independent
Classifier: Development Status :: 3 - Alpha
Requires-Python: >=3.6
Description-Content-Type: text/markdown
