dcpatton

cassava_disease_classification

Image classification example

credit-card-fraud-detection

Exploring various models for highly imbalanced dataset of credit card transactions

cybersecurity_data_science

Application of deep learning and machine learning to cybersecurity

Image-Classification

Examples of image classification with various datasets and models. Many examples of image augmentation and preprocessing.

keras_tuner

Exploring hyperparameter optimization with the Keras Tuner

Models-From-Scratch

DL models built from scratch based off papers or articles.

NLP

natural language processing

ragged_tensors

Exploration of tf.RaggedTensor

Structured-Data

Exploration of machine learning and deep learning with structured datasets (usually tabular data).

TimeSeries

Deep Learning Models of Time Series data

dcpatton/credit-card-fraud-detection

Exploring various models for highly imbalanced dataset of credit card transactions

dcpatton/cassava_disease_classification

Image classification example

dcpatton/keras_tuner

Exploring hyperparameter optimization with the Keras Tuner

dcpatton/ragged_tensors

Exploration of tf.RaggedTensor

dcpatton/audubon-cbc

For the bird counters

dcpatton/cybersecurity_data_science

Application of deep learning and machine learning to cybersecurity

dcpatton/Image-Classification

Examples of image classification with various datasets and models. Many examples of image augmentation and preprocessing.

dcpatton/Models-From-Scratch

DL models built from scratch based off papers or articles.

dcpatton/NLP

natural language processing

dcpatton/Structured-Data

Exploration of machine learning and deep learning with structured datasets (usually tabular data).

dcpatton/TimeSeries

Deep Learning Models of Time Series data

dcpatton/dcpatton.github.io

dcpatton/malaria-detection

Detection of malaria parasite in blood smear images.

dcpatton/osm

Open Source Models

dcpatton/PublicRelease

FLOSIC code public release