joshnewnham

ailab

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

aind2-nlp-capstone

arkit-swift

Resources for the ARKit with Swift course.

Awesome-CoreML-Models

Largest list of Core ML models. PRs welcomes for new models.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

bayesian-methods-for-ml

Materials for "Bayesian Methods for Machine Learning" Coursera MOOC

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

CVND_Exercises

Exercise notebooks for CVND.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

gl-matrix

Javascript Matrix and Vector library for High Performance WebGL apps

hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

intro-to-dl

Resources for "Introduction to Deep Learning" course.

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

mlc-ai-2022-notebooks

Notebooks from https://mlc.ai/summer22/schedule (YouTube https://www.youtube.com/@mlc-ai2867)

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

P1_Facial_Keypoints

First project for CVND: facial keypoint detection.

pix2code

pix2code: Generating Code from a Graphical User Interface Screenshot

Pix2Pix

pix2pix (image-to-image translation with neural network) implementation on Unity

pix2pix-1

Image-to-image translation with conditional adversarial nets

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

sketch-code

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

swift

The Swift Programming Language

Udacity_VRDeveloper_Project1

Udacity VR Nanodegree Project 1

Udacity_VRDeveloper_Project1_Term3

Udacity VR Nanodegree Project 1 (Term 3)

Udacity_VRDeveloper_Project2

Udacity VR Nanodegree Project 2

Udacity_VRDeveloper_Project2_Term3

Udacity VR Nanodegree Project 2 (Term 3)

Udacity_VRDeveloper_Project2_Term3_Video

Udacity_VRDeveloper_Project2_Term3 Video

XCS224N-Handouts

Contains Lecture Notes and Suggested Readings for XCS224N

YOLO_Object_Detection

This is the code for "YOLO Object Detection" by Siraj Raval on Youtube