Laxman Dahal's repositories
WoodFrameBuildingTool
End-to-end python based tool of developing wood frame building finite element models in OpenSees
Auto-WoodSDA
Auto-WoodSDA: A scalable end-to-end automation tool to perform probabilistic seismic risk and resilience analysis of new residential woodframe buildings
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
DGFraud
A Deep Graph-based Toolbox for Fraud Detection
ee227c.github.io
EE227C (Spring 2018) Course page
IM_Study
In this study, we compared various alternative methods of evaluating the ground motion intensity measures (IM). Recognizing the advancements in statistical advances, the study also proposes new alternative approaches that leverage GAM model in addition to the entropy-based concepts.
laxmandahal.github.io
Academic personal website
machine-learning-projects
Learning machine learning.
nlp-recipes
Natural Language Processing Best Practices & Examples
Parameter-Estimation-Uncertainty
Quantifying the effect of model misspecification in seismic collapse risk assessment
pelicun
Probabilistic Estimation of Losses, Injuries, and Community resilience Under Natural disasters
py-glm
Generalized Linear Models in Sklearn Style
pyABC
distributed, likelihood-free inference
pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
tsa-notebooks
Jupyter notebooks on time series econometrics topics.