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Kapil's Projects

18s096sciml icon 18s096sciml

18.S096 - Applications of Scientific Machine Learning

6s083 icon 6s083

Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic

ae6310 icon ae6310

Jupyter Notebooks for AE6310: Optimization for the Design of Engineering Systems

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aws-research-workshops icon aws-research-workshops

This repo provides a managed SageMaker jupyter notebook with a number of notebooks for hands on workshops in data lakes, AI/ML, Batch, IoT, and Genomics.

bb icon bb

A Julia language repository of boundary element method algorithms from the University of Brasília.

bempython icon bempython

Pearl Project repo on converting fortran from capytaine

book_code icon book_code

This project contains the code for the OUP book Data Science & Complex Networks

business-machine-learning icon business-machine-learning

A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Banking, Finance and Insurance, Customer, Employee, Legal, Management, Operations and Public matters.

bysh icon bysh

Repo for current version of Broadening Your Statistical Horizons (initially Feb 2019). A rendered version can be found at: https://bookdown.org/roback/bookdown-bysh/

cadl icon cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

capytainemdo icon capytainemdo

Python BEM solver for linear potential flow, based on Nemoh.

cfdpython icon cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

ciml icon ciml

A Course in Machine Learning

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