Jamel Dargan's repositories
mask-r-cnn-image-segmentation-transfer-learning
Implementing the Mask R-CNN Image Segmentation model, using weights pre - trained on the COCO dataset, to perform object detection on a custom photograph.
va-covid-eda
Visual data exploration with Virginia's public COVID-19 cases dataset
pneumonia-x-ray-deep-learning-classification
Non - trival, binary image classification: CNN modeling x - ray image input with deep learning.
article-shares-prediction
Predicting online news article shares: threshold - based binary classification with sklearn pipeline, sequential feature selection, and GridSearchCV.
home-price-predictors
Multiple linear regression in Python, for home price prediction
influence-over-inference
PyTorch Influence Function: Training set influence over model outcomes; deep learning with computer vision, GPU model training on CIFAR-10.
arcgis-python-api
Documentation and samples for ArcGIS API for Python
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
COVID_19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
dask-v-pandas
Exploring speed advantages realized by using the Dask library over Pandas for dataframe operations in Python.
DeepLearningExamples
Deep Learning Examples
ds-portfolio
my portfolio site setup
keras-simple-covnet
MNIST CNN with Keras, on Cloud (Google Colab) GPU
keras-to-pytorch
pytorch implementations ...
making-movies
Multilinear regression: movie title, studio, and genre exploration, visualization, and profitability analysis.
mlhub-tutorials
Tutorials to access Radiant MLHub Training Datasets
nlp_profiler
A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.
pneumonia-x-ray-pytorch-classification
Using deep learning in Pytorch to classify normal and pneumonia chest x-ray images. Based on
stylegan2-pytorch
Simplest working implementation of Stylegan2 in Pytorch. Enabling everyone to experience disentanglement
va-covid-maps
Geospatial data exploration, based on my previous repository: https://github.com/jammy-bot/va-covid-eda