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lighthouse

Auditing, performance metrics, and best practices for Progressive Web Apps

loan-prediction

Predict which loans will be foreclosed on.

machine_learning_examples

A collection of machine learning examples and tutorials.

mad-libs

Mad Libs - A lesson on dictionaries

madame-zamad

Madame Zamad - A lesson on lists

malaria_densenet201

malaria_detection_cnn

This project classifies infected and non-infected cells for malaria diagnosis

malaria_detect_densenet201

map

Creating a single page application (ReactJS) featuring a map of Candi Borobudur neighborhood.

medical_image_processing_coursera

memory-game-udacity

memory-game-udacity-final-1

ml-agents

Unity Machine Learning Agents Toolkit

mnist_comparinghiddenlayer

mnist_onehiddenlayer

mnist_pateanalysis

monte_carlo

multi_agent_project

mws-restaurant-stage-1

Starter Code for the Udacity's "Mobile Web Specialist Restaurant Reviews App: Stage 1" Project

my-travel-plans

navigation_dqn

In this project, I used the environment from Unity-ML. The agent is trained to navigate (and collect bananas) in a large, square world. A reward of +1 is provided for collecting a yellow banana, and a reward of -1 is provided for collection a blue banana. The goal is to collect as many as yellow bananas as possible while avoiding blue bananas. The state has 37 dimensions and contains the agent's velocity, along with ray-based perception of objects around the agent's forward direction. The agent has to learn how to best select actions. The agent must get an average score of +13 over 100 consecutive episodes.

nlp_diabetes_guideline

openvino_ricediseases

Develop an Edge AI device able to diagnose rice diseases

pixel-art

portfolio-project

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

privacy_lesson_secureai

private-ai

Repo for Udacity's Secure & Private AI course

project-1-portfolio

pygcn

Graph Convolutional Networks in PyTorch