DCtheTall/introduction-to-machine-learning

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Python
License
MIT License
Created about 6 years ago
Updated almost 6 years ago

DCtheTall/introduction-to-machine-learning

DCtheTall

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My own implementation of code examples in Introduction to Machine Learning with Python

node-video-chat

A working WebRTC video chat app backed by socket.io and Redis. It also uses GraphQL for user authentication and instant messaging.

twilly

A library which provides an abstract syntax for designing Twilio SMS interactions. Designed for use with Node.js and Express

mit6.006

Implementations for algorithms from lectures from MIT 6.006

tallstack

A small library (<11 kB) which defines tail recursive functions in JavaScript which avoid call stack overflow.

glsl-canny-edge-detection

An implementation of Canny edge detection in GLSL made for WebGL

mit6.046

MIT 6.046: Introduction to Algorithm Design code implementations

phixl

a WebGL library for composing shaders

generative-deep-learning

Implementations of the models discussed in the book Generative Deep Learning by David Foster

Jupyter Notebook

purely-functional-data-structures

TypeScript implementations and exercises from Chris Okasaki's book, Purely Functional Data Structures

standardizing-cross-site-cookie-semantics

A proposal to standardize security semantics of cross-site cookies

hands-on-machine-learning

Implementations of code examples in O'Reilly's Hands On Machine Learning book.

Jupyter Notebook

webgl-edge-detection

Edge detection in images and video with WebGL using Canny edge detection

CHIPS-spec

Draft specification for Cookies Having Independent Partitioned State (CHIPS)

tf-keras-progressive-gan

An implementation of progressive growing of GANs (ProGAN) with Keras and TensorFlow

Jupyter Notebook

webgl-landscape

Procedurally generated WebGL mountain range with a Sumi-e shader to mimic Japanese ink paintings

webgl-ripple

A WebGL ripple effect utility written in TypeScript.

webgl-environment-mapping

My own implementation of rendering dynamic reflections using environment mapping

webgl-raytracer

WebGL Raytracer written in TypeScript and GLSL

intro-to-functional-programming

Solutions to the last problem set of An Introduction to Functional Programming Through Lambda Calculus

flowerGAN

Generating fake images of flowers using deep convolutional neural networks

Jupyter Notebook

bloom-filter

An example Bloom filter implementation in Python

mit6.7920

Implementations of algorithms covered MIT 6.7920: Reinforcement Learning

the-path

The Path, a journey into a tech career through books and project-based learning