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neuralnetwork

nlp-backtransliteration-persiannames

nlp-train-test-overlap-detector

object-tracking

Video object tracking

paysim-synthetic-dataset-fraud-detection

This example uses SageMaker Xgboost to detect mobile payment fraud trained using a synthetic dataset. This dataset is from Kaggle. For details, see https://www.kaggle.com/ntnu-testimon/paysim1/home

ppi-relation-extraction

PPIm Relation extraction task using co-occurance

ppi-relation-extraction-py

ppi-sagemaker-groundtruth-verification

Verifies if a PPI prediction is correct

ppi-typed-relation-extractor

Relation extraction for protein to protein interactions to extraction strongly typed PPI relations.. My research topic.. So work in progress

ppi_lstm_rnn_keras

Protein-protein interaction classification with LSTM-RNN in Keras

prostate_cancer

Dream challenge prostate cancer survival analysis

publish-btdfbiztalkapplication

Powershell module to deploy biztalk applications created using BTDF

pubmed-bpe-tokeniser

PubMed BPE Tokenisor

pubmed-downloader

Downloads the entire pubmed abstracts

pytorch-lambda-inference

pytorch-sample-loadlargedataset

rct-model-evaluation

Adapting randomized controlled trials (RCT) for model evaluation to establish causation

recommendation-demo

SageMaker recommendation engine demo

robots

Sample Robots Project in Ruby

sagemaker-autodeploy

Creates a automated deployment template using Cloudformation and codepipeline

sagemaker-batch-transform-loadtest

Load tests SageMaker capacity tests

sagemaker-gpu-loadtesting

Load test SageMaker GPU during inference

sagemaker-groundtruth-ner

This is a sample template for SageMaker named entity recognition ground truth solution

sagemaker-imageclassification

This demonstrated sagemaker image classification algorithm. This code is originally sourced from https://github.com/awslabs/amazon-sagemaker-examples/blob/master/introduction_to_amazon_algorithms/imageclassification_caltech/Image-classification-lst-format.ipynb

sagemaker-neo-performance

Tests the performance for pagemaker Neo

sagemaker-tensorflow-container

This support code is used for making the TensorFlow framework run on Amazon SageMaker.

sentimentanalysis-chainer-sagemaker

Sentiment analysis using chainer and sagemaker

sparkstreaming-cloudtraillogs

Process cloud trail logs with spark streaming demo....

tensorflow-exportmodel-demo

Demos how to export tensor flow model for inference

text-frauddetection

Detects fraud based on emails