Michelly's starred repositories
must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
awesome-artificial-intelligence-guidelines
This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
awesome-sagemaker
A curated list of references for Amazon SageMaker
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Efficient-PyTorch
My best practice of training large dataset using PyTorch.
MalwareSourceCode
Collection of malware source code for a variety of platforms in an array of different programming languages.
amazon-sagemaker-developer-guide
The open source version of the Amazon SageMaker docs
sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
sagemaker-deployment
Code and associated files for the deploying ML models within AWS SageMaker
the-art-of-command-line
Master the command line, in one page
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
distributed-ml-patterns
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
capsule_net_pytorch
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
cd0281-Introduction-to-Neural-Networks-with-PyTorch
Publicly available starter notebooks and related code for Udacity's Introduction to Neural Networks with PyTorch.
awesome-chaos-engineering
A curated list of Chaos Engineering resources.
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.