Valliappan Muthukaruppan's Projects
These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube
It is a blueprint to data science from the mathematics to algorithms. It is not completed.
Solving Statistical Optimization Problems Using the ADMM Algorithm
Experiments to speed up ADMM optimization algorithm for linear & semidefinite programming
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
Time Series Analysis : Text Time Series Analysis And Applications by R. Shumway & D. Stoffer
Attention based model for learning to solve different routing problems
Efficiently computes derivatives of numpy code.
😎 Awesome lists about all kinds of interesting topics
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
:books: List of awesome university courses for learning Computer Science!
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome Machine Learning frameworks, libraries and software.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
An awesome list of high-quality open datasets in public domains (on-going).
A curated list of awesome Python frameworks, libraries, software and resources
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
A guide to improve your research proposals.
The benchmark of smart meter data analytic technologies
Collection of Jupyter notebooks demonstrating how blockchain technologies could be used to improve the design of electricity markets.
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
🤓 Build your own (insert technology here)
All Algorithms implemented in C++
Caffe: a fast open framework for deep learning.
An open-source MATLAB® ADMM solver for partially decomposable conic optimization programs.