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amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

arrayprob

aws-codebuild-samples

Utilities and samples for building on CodeBuild

benchmark_scala

bigdata_assign1

Calculating Jaccard and Cosine similarity in Pyspark

bigdata_assign2

Matrix multiplication and Vector Matrix multiplication in Pyspark

countvectorizerapp

Insight Data Engineering Project

deep-learning-benchmark-mirror

This is mirror of deep-learning-benchmark

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

deeplearning-cfn

CFN cluster for DeepLearning AMIs.

deeplearningexamples

Deep Learning Examples

dynamic-training-with-apache-mxnet-on-aws

Dynamic training with Apache MXNet reduces cost and time for training deep neural networks by leveraging AWS cloud elasticity and scale. The system reduces training cost and time by dynamically updating the training cluster size during training, with minimal impact on model training accuracy.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

flink

Mirror of Apache Flink - Insight Data Engineering Project (Implemented CountVectorizer)

insights_coding_challenge

Calculate Average degree if hashtag graph generated from twitter data in sliding window

javapractice

Java Interview questions practice

lightning-wordcloud-new

machine-learning-using-k8s

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

mf-spark

Matrix Factorization ALS Algorithm

mpi-operator

Kubernetes Operator for Allreduce-style Distributed Training

multi-model-server

Multi Model Server is a tool for serving neural net models for inference

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet-notebooks

Notebooks for MXNet

mxnet-scala-mf

nlp_question_answering_system_project

NLP Rule based question answering system

onnx

Open Neural Network Exchange

onnx-caffe2

Caffe2 implementation of Open Neural Network Exchange (ONNX)

onnx-mxnet

ONNX model format support for Apache MXNet

onnx-tensorflow

Tensorflow Backend for ONNX