asabrymazroua Goto Github PK

acgpn

"Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content"，CVPR 2020. (Modified from original with fixes for inference)

arabic-dialect-classification

Predicting the Arabic Dialect of text. This project used Machine Learning and Deep Learning approaches in predicting 18 Arabic dialects.

build-a-ml-workflow-for-scones-unlimited-on-amazon-sagemaker

building-a-reproducible-model-workflow

I've written an end-to-end pipeline covering data fetching, validation, segregation, train and validation, test, and release. I've run it on an initial data sample, then re-ran it on a new data sample simulating a new data delivery.

data_visualization_project

A Deep Dive into Ford GoBike System Data

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeplearning-models

A collection of various deep learning architectures, models, and tips

deploying-a-scalable-machine-learning-pipeline

In this project, I've deployed a machine learning model on Heroku. I used Git and DVC to track my code, data and model while developing a simple classification model on the Census Income Data Set. After creating the model, I've finalized the model for production by checking its performance on slices and writing a model card encapsulating key knowledge about the model. I've put together a Continuous Integration and Continuous Deployment framework (CI/CD) and ensured my pipeline passes a series of unit tests before deployment. Lastly, an API was written using FastAPI and tested locally. After successful deployment, the API will be tested live using the requests module.

face-emotion-recognition

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

java-for-machine-learning

Java exercise tasks for Data Science applications: From Hello World to Spark.

keras-io

Keras documentation, hosted live at keras.io

nd009t-c1-intro-to-ml-project-starter

First Project in ML Nanodegree @Udacity where I used AutoGluon to predict future bike demand.

nd009t-c3-deep-learning-topics-within-computer-vision-nlp-project-starter

oil-and-gas-wells

An interactive dashboard showing some insights on the last 7-years activity in the Permian Basin.

person-attribute-recognition-marketduke

A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.

pix2pix

udacity-nd009t-c2-developing-ml-workflow

wide-residual-networks

Wide Residual Networks in Keras

wuzzuf-data-analysis-with-java

A deep dive into Wuzzuf jobs data using Java