Mike Fuller's repositories
morechickens
A system for counting chickens
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
audio-app-mf-ct-aws
AWS training and deployment of an audio-classification web app
audio-app-mf-ct-heroku
Heroku deployment of mf ct audio app
AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
bear-detector-on-heroku
Bear detector that works on Heroku: https://course.fast.ai/videos/?lesson=2
concrete_NLP_tutorial
An NLP workshop about concrete solutions to real problems
data-science-interviews
Data science interview questions and answers
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
dlai-tf-in-practice
deeplearning.ai - TensorFlow in Practice course colab notebooks
drumbot
Play real-time music with a machine learning drummer that drums based on your melody.
fastai
The fastai deep learning library, plus lessons and tutorials
fastai2-sagemaker-deployment-demo
A demo project showing how to train a fastai2 model on an Amazon SageMaker notebook instance and deploy to SageMaker hosting services.
fastai2_audio
Audio Module for fastai v2
finetune-detr
Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.
learnopencv
Learn OpenCV : C++ and Python Examples
machine-learning
Content for Udacity's Machine Learning curriculum
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Practical-Deep-Learning-for-Coders-2.0
Notebooks for the "A walk with fastai2" Study Group and Lecture Series
pytorch_retinanet
A PyTorch implementation of RetinaNet with `ResNet` backbone
udacity-mlend-capstone
Udacity Machine Learning Engineer ND Capstone Project - Auto-Tagging of Audio Using fastai2 - Freesound 2019
udacity-mlend-project-deploy-a-sentiment-analysis-model
Udacity Machine Learning Engineer ND Project 1 - Deploy a Sentiment Analysis Model
udacity-mlend-project-plagiarism-detection
Udacity Machine Learning Engineer ND Project 2 - Plagiarism Detection