tag:joss.theoj.org,2005:/papers/by/Carlos%20Hern%C3%A1ndez
Journal of Open Source Software
2022-11-25T07:39:28Z
Journal of Open Source Software
https://joss.theoj.org
tag:joss.theoj.org,2005:Paper/3752
2022-11-25T07:39:28Z
2022-11-26T00:00:44Z
metrica: an R package to evaluate prediction performance of regression and classification point-forecast models
accepted
v2.0.1
2022-07-29 23:41:36 UTC
79
2022-11-25 07:39:28 UTC
7
2022
4655
Adrian
A.
Correndo
Department of Agronomy, Kansas State University, Manhattan, KS, USA.
0000-0002-4172-289X
Luiz
H. Moro
Rosso
Private Consultant, Brasil.
0000-0002-8642-911X
Carlos
H.
Hernandez
Department of Agronomy, Kansas State University, Manhattan, KS, USA.
0000-0001-5171-2516
Leonardo
M.
Bastos
Department of Crop and Soil Sciences, University of Georgia, Athens, GA, USA.
0000-0001-8958-6527
Luciana
Nieto
Department of Agronomy, Kansas State University, Manhattan, KS, USA.
0000-0002-7172-0799
Dean
Holzworth
CSIRO Agriculture and Food, Australia.
Ignacio
A.
Ciampitti
Department of Agronomy, Kansas State University, Manhattan, KS, USA.
0000-0001-9619-5129
10.21105/joss.04655
https://doi.org/10.5281/zenodo.7291776
R
https://joss.theoj.org/papers/10.21105/joss.04655.pdf
APSIM, Machine Learning, error metrics, prediction quality
tag:joss.theoj.org,2005:Paper/291
2017-11-15T00:00:00Z
2021-02-15T11:33:52Z
MDEntropy: Information-Theoretic Analyses for Molecular Dynamics
accepted
v0.3.0
2017-10-02 18:13:23 UTC
19
2017-11-15 00:00:00 UTC
2
2017
427
Carlos
X.
Hernández
Stanford University
0000-0002-8146-5904
Vijay
S.
Pande
Stanford University
10.21105/joss.00427
https://doi.org/10.5281/zenodo.1049032
Python
https://joss.theoj.org/papers/10.21105/joss.00427.pdf
information theory, molecular dynamics, time-series
tag:joss.theoj.org,2005:Paper/154
2017-04-08T00:00:00Z
2021-02-15T11:34:15Z
MSMExplorer: Data Visualizations for Biomolecular Dynamics
accepted
v1.0.0
2017-02-23 21:04:58 UTC
12
2017-04-08 00:00:00 UTC
2
2017
188
Carlos
X.
Hernández
Stanford University
0000-0002-8146-5904
Matthew
P.
Harrigan
Stanford University
0000-0001-9412-0553
Mohammad
M.
Sultan
Stanford University
0000-0001-5578-6328
Vijay
S.
Pande
Stanford University
10.21105/joss.00188
https://doi.org/10.5281/zenodo.439774
Python, Jupyter Notebook
https://joss.theoj.org/papers/10.21105/joss.00188.pdf
plotting, molecular dynamics, markov model
tag:joss.theoj.org,2005:Paper/25
2016-09-07T00:00:00Z
2020-03-14T00:52:03Z
Osprey: Hyperparameter Optimization for Machine Learning
accepted
v1.1.0
2016-06-29 23:50:05 UTC
5
2016-09-07 00:00:00 UTC
1
2016
34
Robert
T.
McGibbon
Stanford University
Carlos
X.
Hernández
Stanford University
0000-0002-8146-5904
Matthew
P.
Harrigan
Stanford University
Steven
Kearnes
Stanford University
Mohammad
M.
Sultan
Stanford University
Stanislaw
Jastrzebski
Jagiellonian University
Brooke
E.
Husic
Stanford University
Vijay
S.
Pande
Stanford University
10.21105/joss.00034
https://doi.org/10.5281/zenodo.61670
Python
https://joss.theoj.org/papers/10.21105/joss.00034.pdf
optimization, cross-validation, machine learning