elfayoumi
Ph.D. in Science and Engineering, working as an Artificial Intelligence expert, interests include machine learning using tensorflow, and pytorch.
Pinned Repositories
AIND-Isolation
atar-past-exams
Monorepo containing resources and associated Discord bot
atsa-labs
Labs developed for Applied Fisheries Time-series Analysis course. The link for the text is https://atsa-es.github.io/atsa-labs/
autoencoder
brief introduction to Autoencoders
boruta_py
Python implementations of the Boruta all-relevant feature selection method.
build-a-game-playing-agent
dsai
DeepScience Block
Gaussian-Process
Simple implementation of Rasmussen book for Gaussian Process for machine learning
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
westernpower-smartmeter
Western Power Generation Competition
elfayoumi's Repositories
elfayoumi/autoencoder
brief introduction to Autoencoders
elfayoumi/westernpower-smartmeter
Western Power Generation Competition
elfayoumi/AIND-Isolation
elfayoumi/atar-past-exams
Monorepo containing resources and associated Discord bot
elfayoumi/atsa-labs
Labs developed for Applied Fisheries Time-series Analysis course. The link for the text is https://atsa-es.github.io/atsa-labs/
elfayoumi/boruta_py
Python implementations of the Boruta all-relevant feature selection method.
elfayoumi/build-a-game-playing-agent
elfayoumi/dsai
DeepScience Block
elfayoumi/Gaussian-Process
Simple implementation of Rasmussen book for Gaussian Process for machine learning
elfayoumi/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
elfayoumi/Kalman-Filter
elfayoumi/mill-crack-sagemaker
elfayoumi/Optimized-Kalman-Filter
Get an optimized Kalman Filter from data of system-states and observations.
elfayoumi/perth-power-grid
Scripts I used to render the power grid in Perth Western Australia
elfayoumi/pyfolio
Portfolio and risk analytics in Python
elfayoumi/rl-prompt
Accompanying repo for the RLPrompt paper
elfayoumi/sherpa
elfayoumi/ta-lib
Talib C++ library
elfayoumi/udacitygameplaying
elfayoumi/VicRoads
elfayoumi/wace-paper-archive
An archive and web UI for past WACE papers
elfayoumi/xLSTMTime
xLSTMTime for time series forecasting