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18335

18.335 - Introduction to Numerical Methods course

ames-v4.0

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-leetcode-resources

This repository contains LeetCode articles which are very useful during the interview preparation.

beautiful-jekyll

:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

cora

Toolbox for Reachability Analysis

cosmic

A dynamic cascading outage simulator in power systems

coursera-applied-data-science-with-python

Repo for coursera specialization Applied Data Science with Python by University of Michigan

coursera-discrete-optimization-solutions

Solutions to the Discrete Optimization Course offered via the University of Melbourne's partnership with Coursera

coursera-stanford

Stanford

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

dc-power-flow

Simple DC power flow analysis script written in Python 🔋

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

do-unit-commitment-constraints-affect-generation-expansion-planning

Electronic companion for paper "Do unit commitment constraints affect generation expansion planning? A scalable stochastic model" by Anna Schwele, Jalal Kazempour and Pierre Pinson.

drowsiness_detection

electric-power-hourly-load-forecasting-using-recurrent-neural-networks

This project aims to predict the hourly electricity load in Toronto based on the loads of previous 23 hours using LSTM recurrent neural network.

freeml

Data Science Resources (Mostly Free)

gams_ptdf_psdf_lodf

Calculation of the system matrices for electricity network calculation in GAMS.

gem

Automatically exported from code.google.com/p/gem

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hidden_markov

Implementation of the Hidden Markov Model

lstm-load-forecasting

Electricity load forecasting with LSTM (Recurrent Neural Network)

matpower

MATPOWER – steady state power flow simulation and optimization for Matlab and Octave

me592x_1

HW 1

mepo

MEPO (Modular Energy Planning and Operations) model: A clustered integer formulation for electric power generation planning, unit commitment, and production cost modeling in GAMS/CPLEX.

most

MOST – MATPOWER Optimal Scheduling Tool, for steady-state power systems scheduling problems.

netplan

National Energy and Transportation Infrastructure Planning tool

nilm-eval

NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms

nilmtk

Non-Intrusive Load Monitoring Toolkit (nilmtk)

nn-from-scratch

Implementing a Neural Network from Scratch