John Ehrlinger's Projects
Operationalize R models at scale using Python via Azure ML SDK
Notebook for workshop
Batch scoring Spark models on Azure Databricks: A predictive maintenance use case
Examine keras in R for LSTM Churn model
Best Practices, code samples, and documentation for Computer Vision.
Dash-Course
Demo of running NNs across different frameworks
Split and merge random forest analysis and results
Websites for my projects.
Repository for notes.
Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.
Vignettes for ggRandomForests
Monitor your GPUs whether they are on a single computer or in a cluster
for inclusion in notebooks
Temporal Decomposition of Hazards - C source
Publication Graphics with CCF HVI clinical investigations formatting
Java based temporal decomposition hazards nomograms
Efficient boosting methods for linear regression.
Tensorflow on Apple silicon
Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.
MachineLearningSamples-DeepLearningforPredictiveMaintenance
MachineLearningSamples-PredictiveMaitenance
Care and feeding of machine learning solutions
Matching Weight Propensity Scoring
Repository for Microsoft Team Data Science Process containing documents and scripts
Federated Learning Utilities and Tools for Experimentation
Code examples and samples
Time series forecasting with PyTorch