Discover adijo/caltech-cs156-machine-learning Open Source project

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Created over 9 years ago
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Programming and maths homework assignments from Caltech's machine learning course CS 156 taught by Professor Yaser Abu-Mostafa. https://work.caltech.edu/telecourse.html

data-science-prep

Problems from https://datascienceprep.com/

Jupyter Notebook

117

programming-pearls

Exercises from the famous Programming Pearls by Jon Bentley.

Java

gpt3-alchemy

GPT-3 attempts to predict & balance chemical reactions

Python

spotify-tailwind

Rebuilding spotify web player with tailwind

JavaScript

kaggle

Code for kaggle competitions.

Python

smart-contract-engineer-challenges

Solutions from smartcontract.engineer

Solidity

markov-random-sentence-generator

An implementation of a kth Markov chain that generates a random sentence based on training data.

Python

min-max-tic-tac-toe

Contains a robot that will never lose in a game of tic tac toe. Implemented using a min-max algorithm on a game tree. The application works in the browser.

JavaScript

fundamentals-of-ml-project-fall-2018

Code for the IFT 6390 Course Project

Jupyter Notebook

virtual-machine

Building a toy virtual machine that supports various integer operations.

Java

svhn-conv-vae

An implementation of a Convolutional VAE on the SVHN dataset.

Python

fast-adijo

Fastpages blog

Jupyter Notebook

adijo/caltech-cs156-machine-learning

adijo

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