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Name: soummya roy
Type: User
Bio: Graduate Student at Iowa State University, Ames, IA. Interested in Machine Learning and numerical optimization techniques applied to Power System problems.
Name: soummya roy
Type: User
Bio: Graduate Student at Iowa State University, Ames, IA. Interested in Machine Learning and numerical optimization techniques applied to Power System problems.
18.335 - Introduction to Numerical Methods course
:books: List of awesome university courses for learning Computer Science!
This repository contains LeetCode articles which are very useful during the interview preparation.
:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll
Toolbox for Reachability Analysis
A dynamic cascading outage simulator in power systems
Repo for coursera specialization Applied Data Science with Python by University of Michigan
Solutions to the Discrete Optimization Course offered via the University of Melbourne's partnership with Coursera
Stanford
Course notes for CS228: Probabilistic Graphical Models.
Simple DC power flow analysis script written in Python 🔋
Deep Learning Specialization by Andrew Ng on Coursera.
Electronic companion for paper "Do unit commitment constraints affect generation expansion planning? A scalable stochastic model" by Anna Schwele, Jalal Kazempour and Pierre Pinson.
This project aims to predict the hourly electricity load in Toronto based on the loads of previous 23 hours using LSTM recurrent neural network.
Data Science Resources (Mostly Free)
Calculation of the system matrices for electricity network calculation in GAMS.
Automatically exported from code.google.com/p/gem
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Implementation of the Hidden Markov Model
Electricity load forecasting with LSTM (Recurrent Neural Network)
MATPOWER – steady state power flow simulation and optimization for Matlab and Octave
HW 1
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 – MATPOWER Optimal Scheduling Tool, for steady-state power systems scheduling problems.
National Energy and Transportation Infrastructure Planning tool
NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms
Non-Intrusive Load Monitoring Toolkit (nilmtk)
Implementing a Neural Network from Scratch
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.