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deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

deeplearning-benchmark

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

djl

An Engine-Agnostic Deep Learning Framework

djl-demo

Demo applications showcasing DJL

dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

gluon-cv

Gluon CV Toolkit

gluon-nlp

NLP made easy

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

java

Java bindings for TensorFlow

keras

Deep Learning for humans

kubeflow

Machine Learning Toolkit for Kubernetes

megatron-lm

Ongoing research training transformer models at scale

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

msp9th

Microsoft Students Partner (微軟學生大使) 10th 的招生網站

mxnet-model-server

Model Server for Apache MXNet is a tool for serving neural net models for inference

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

nccl

Optimized primitives for collective multi-GPU communication

nemo

NeMo: a toolkit for conversational AI

neo-ai-dlr

Neo-AI-DLR is a common runtime for machine learning models compiled by AWS SageMaker Neo, TVM, or TreeLite.

numpy

The fundamental package for scientific computing with Python.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

sagemaker-training-toolkit

Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

smddp-examples

Repository for Forked Deep Learning Examples Used in SageMaker Data Distributed Training

talk_2_homework

tensorflow

An Open Source Machine Learning Framework for Everyone

vision

Datasets, Transforms and Models specific to Computer Vision