Miyoung's repositories
amazon-sagemaker-developer-guide
The open source version of the Amazon SageMaker docs
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠Amazon SageMaker.
awsome-distributed-training
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
clmassmod
Cluster weak lensing mass modeling and verification code
community
AWS Controllers for Kubernetes (ACK) is a project enabling you to manage AWS services from Kubernetes
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
rabit
Reliable Allreduce and Broadcast Interface for distributed machine learning
sagemaker-debugger
Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors
sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
tutorials
PyTorch tutorials.
workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker