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mvishruth's Projects

alerting-system icon alerting-system

Create an Alerting system to detect Low/high volume and infor you by email

awesome-h2o icon awesome-h2o

A curated list of research, applications and projects built using H2O Machine Learning

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

gitignore icon gitignore

A collection of useful .gitignore templates

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

hp3 icon hp3

Repository for Host-Pathogen Phylogeny Project. Paper DOI: 10.1038/nature22975

isl-python icon isl-python

Porting the R code in ISL to python. Labs and exercises

logisticregression icon logisticregression

Create a logistic regression model using R. Uses K-Fold cross-validation to calculate error statistics.

machine-learning-in-r icon machine-learning-in-r

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

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