Brian Griner, PhD's repositories
TextAnalyzer_class
Python TextAnalyzer class for analysis of html pages, text files and text strings
data_science_handson_ML_AI4bus_analytics_py
Notebooks for online hands on ML/AI workshops in colab
MultivariateTimeseries_TF
Multivariate LSTM for timeseries of interestingness scores
neural_style_transfer_app
example web app for Princeton Reunion
ASA-poster-predict-covid-19-mortality-rate-at-state-level
Joint work product with co-authors Chelsea Jin and Matthew Ye for at the virtual ASA Biopharmaceutical Section Regulatory-Industry Statistics Workshop held on Sept. 22-25, 2020. Data engineering support from Nick Barbour.
briangriner.github.io
Data Science & Learning Systems LLC blog
DL_PyTorch_py
PyTorch example tuning scripts
DL_theano_py
Theano example py scripts for tuning the model
FAERS_multilabel_pipeline_rpi_cluster
multilabel classifier pipeline on raspberry pi cluster using dask distributed
hosting-ml-as-microservice
Hosting your own Machine Learning Model as a Microservice
ImageCaptioningGenerator
Neural Image Captioning Generator with Attention
ImageCaptioningGeneratorTuning
Image captioning generator updated with data generator and scripts to test tuning different models
ML_Insights
Notebooks from Kaggle short course on Feature Importance
openfda-dash
A plotly-dash application that displays drug adverse events from the OpenFDA api
OSTF-FAERS
repo for data sci/eng work with OSTF
pandas_matplotlib_ts_template
simple time series data wrangling starter template
presentations
pdf slides
ProjectManagementPrognosticRiskScoring
Part of online project mgt. tool. ML pipeline predicts risk of task list non completion by dev and team using online interactions
pyspark_notebooks
Notebooks using PySpark
read_write_big_csv
data engineering coding task
resume
Resume updates