Arshid Ali's starred repositories
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
hands-on-rl
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
github-contributions
If you want to beautify your GitHub activity history
real-estate-neighborhood-prediction
Code to repeat the experiments of "The economic value of neighborhoods: Predicting real estate prices from the urban environment"
TimeSeriesGAN
GANs for Time series analysis (Synthetic data generation, anomaly detection and interpolation), Hypertuning using Optuna, MLFlow and Databricks
heating-RL-agent
A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.
PowerModelsDistributionStateEstimation.jl
A Julia Package for Power System State Estimation.
PowerModelsADA.jl
A package for solving optimal power flow problems using distributed algorithms.
Elbas-Deep-Learning
Master Thesis at the Norwegian School of Economics (NHH)
rl-power-control
Reinforcement Learning for Energy Imbalance Management using Voltage Control on TCLs
Resilience
This repository contains the MATLAB implementation code of the article "Computation of Stability and Performance related Resilience Measures for Power Systems"
Signal_Processing_ML_Power_Grids
This is a project involving using signal processing and machine learning analysis techniques in order to analyze signal data from power grid systems and classify whether or not the signals are good or bad (with bad signals corresponding to signals that generate partial discharges and lead to faults/power outages).
Time-Domain-Simulation-Performance-Benchmark
Python scripts and Jupyter Notebooks for the paper "Performance Benchmark of Modelica Time-domain Power System Automated Simulations using Python" from the American Modelica Conference 2020
RL-EV-CS-Energy-Management-System
Application of a DNN-LTSM to a energy management system of an electric vehicle charging station
TSU_AI_Course
Machine Learning Coursework tasks for 3rd year bachelor students
covid19-nn-forecasting
Forecasting COVID-19 growth rates using neural networks
ggflowchart
R package for producing flowcharts using ggplot2.
Power-grid-security-inspection
This repository aims to achieve the detection of objects around the transmission line that affect the safety of power transmission.
Towards-Electric-Grid-Stability-using-ML-for-NTL-Detection
SGCC equipment inspection using Histogram Gradient Boosting for health assessment.
AutoML-Tabular
Vertex AI Python client library for training and deployment of a tabular classification model for online prediction
PowerModels.jl
A Julia/JuMP Package for Power Network Optimization
Data_Scholars_Energy_Time_Series_Project
This is a project I worked on for the UC Berkeley Data Scholars Discovery program that involved using ARIMA models to create time series forecasts of electricity production levels in the U.S.
Deep_Learning
This is a collection of programs I've made that involve using Deep Learning for different tasks.
PowerGenome
A tool to quickly and easily create inputs for power systems models
PowerModelsProtection.jl
Fault study formulations for PowerModels and PowerModelsDistribution