Fahad Abul's Projects
Home Energy Management System for Small Prosumers Considering Electric Vehicle Load Scheduling
Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data, by Souhaib Ben Taieb, James W. Taylor, Rob J. Hyndman
Comparing various models for High Frequency Time Series Data
Modeling high frequency financial data: R code from my honors thesis at UConn (B.S. Mathematics-Statistics, Economics, 2014). Link to thesis: http://opencommons.uconn.edu/cgi/viewcontent.cgi?article=1395&context=srhonors_theses
Methods for household energy segmentation by load shape and consumption
ITMD - 526 Data Warehousing
A Python implementation of a conic programming formulation to the power flow problem on tree networks, as described by Rabih Jabr.
Companion to Learning Hadoop and Learning Spark courses on Linked In Learning
Learning Jenkins
This repo is for the Linkedin Learning course: Learning SFTP
Integrates Gridlabd with Python for local electricity market and transactive system development
Linguistic Inquiry and Word Count (LIWC) analyzer
This is a python module that helps conduct analysis based on methods developed by James Pennebaker and the Linguistic Inquiry and Word Count software. It requires the .dic file that comes with the proprietary LIWC software.
Load Forecasting using Time Series Decomposition
The code repo for building reliable load forecasting model during the COVID-19 pandemic
Complementary Jupyter notebooks for load forecasting tutorial.
building electricity load day-ahead forecast (15min interval)
Data Science project to cluster loads coming from http://en.openei.org/datasets/files/961/pub/
A Python module containing tools for analyzing electric load shapes
This is the repository for the Github pages site produced with Jekyll to our page hosting an overview of load forecasting data sets as presented in our preprint on arXiv.
A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper
Machine Learning for Time-Series with Python.Published by Packt
Python code for common Machine Learning Algorithms
Color schemes for default macOS Terminal.app
Please explore my five masters Machine learning projects reports here: https://www.researchgate.net/project/Graduate-Course-projects
WITH PID CONTROL & COLOR SENSING
Repository containing notebooks of my posts on Medium
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville