vatsal-iitb Goto Github PK
Name: Vatsal Kedia
Type: User
Company: IIT Bombay
Location: Mumbai, India
Name: Vatsal Kedia
Type: User
Company: IIT Bombay
Location: Mumbai, India
Exercises and supplementary material for the deep learning course 02456 using PyTorch.
Repo for AIML CEP 2021
A collection of teaching scripts showing applications of linear algebra to chemistry, computer science, mechanical engineering, and more.
An awesome list of helpful resources for students learning MATLAB & Simulink. List includes tips & tricks, tutorials, videos, cheat sheets, and opportunities to learn MATLAB & Simulink .
MATLAB toolbox for control 101 course
CS5020: Nonlinear Optimization, IIT Madras. This repository contains all the work done as part of the course CS5020, Nonlinear optimisation: Theory and algorithms taught by Prof. Harish Guruprasad.
CS7015: Deep learning, IIT Madras. This repository contains code for all the assignments completed as a part of the course CS7015 Deep Learning at IIT Madras during the Jan-May semester of 2019 and some other useful material.
A matlab library for CUR matrix decomposition
System Identification method via CUR factorization of Hankel matrix (maxvol method)
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.
Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.
Koopman theory implemented using deep learning
Source code for 'Dynamical Systems with Applications Using Python' by Stephen Lynch
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Code for ICCV2015 paper "Car That Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models"
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
A Python package for linear subspace identification, nonlinear system identification, and nonlinear regression using Jax
Virtual lab to study Kalman filter design with interactive exercises
MATLAB LMPC implementation for a double integrator system
Interactive courseware module that introduces typical workflow, setup, and considerations involved in solving regression problems with machine learning.
Matlab Algorithms for Randomized Linear Algebra
Interactive courseware module that addresses fundamental matrix methods and linear systems taught in introductory linear algebra courses.
Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
A library for neural networks. Built on Theano.
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.