Glenn Kroegel's repositories
PLAsTiCC-Astronomical-Classification-RNN-Search
An RNN based architecture to classify astronomical objects including those that are unknown. An RNN encodes input signals from several passbands. NMSlib used to perform cosine similarity on the objects. Unknown objects detected if similarity with others is low.
pytorch-starlightcurves
Encoder/Decoder network for star light time series data
imdb
Playground to test SOTA NLP architectures
keras-demonstration
Basic demonstration of python & keras ability.
ma-rmq
Multi asset application using RabbitMQ
model-control
Docker environment to run model
pytorch-earthquakeprediction
Earthquake prediction models (CNN and RNN based)
pytorch-mixed-input-fully-connected-model
PyTorch mixed input (continuous/categorical) fully connected model for binary classification.
PassNet
Deep learning based password generator and mutator.
RabbitMQ
Receive data feed from source and port to python script using RabbitMQ
SoundEvents-WaveNet
TUT Sound Events prediction
Steel-Defect-Detection-UNET
UNET to detect defects in steel. Developed for the Sevastal Kaggle competition.
Train-Model
Obtain machine learning model from feature calculation, preprocessing and training.