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aws-sagemaker

Here are 121 public repositories matching this topic...

bentoml / BentoML

The Unified Model Serving Framework 🍱

kubernetes machine-learning ai aws-lambda tensorflow ml model-management model-deployment model-serving ml-infrastructure azure-ml mlops aws-sagemaker machine-learning-operations bentoml ml-platform bentoml-format prediction-service

Updated Mar 3, 2022
Python

explainx

explainX / explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.

machine-learning scikit-learn transparency blackbox bias interpretability explainable-artificial-intelligence interpretable-ai explainable-ai explainable-ml xai interpretable-machine-learning machine-learning-interpretability explainability aws-sagemaker explainx

Updated Jan 7, 2022
Jupyter Notebook

RubensZimbres / Repo-2018

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Updated Dec 6, 2021
Jupyter Notebook

awslabs / fraud-detection-using-machine-learning

Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker

machine-learning deep-learning xgboost fraud-detection sagemaker aws-sagemaker sagemaker-example

Updated Jun 9, 2021
Jupyter Notebook

bentoml / gallery

BentoML Sample Projects Gallery 🎨

data-science machine-learning gallery aws-lambda serverless machine-learning-library model-management azure-machine-learning model-deployment model-serving machine-learning-workflow gcp-cloud-functions aws-sagemaker bentoml

Updated Mar 1, 2022
Jupyter Notebook

awslabs / sagemaker-explaining-credit-decisions

Amazon SageMaker Solution for explaining credit decisions.

machinelearning financial-analysis credit-scoring explainable-ai explainable-ml sagemaker loan-prediction-analysis shapley explainability aws-sagemaker

Updated Jun 2, 2021
Python

awslabs / sagemaker-deep-demand-forecast

Using Deep Learning for Demand Forecasting with Amazon SageMaker

deep-learning time-series forecasting aws-sagemaker gluonts demand-forecast

Updated Aug 17, 2021
Python

awslabs / aws-fleet-predictive-maintenance

Predictive Maintenance for Vehicle Fleets

deep-learning predictive maintenance vehicles automobile predictive-maintenance sagemaker aws-sagemaker sagemaker-example fleets

Updated May 18, 2021
Jupyter Notebook

streamlit-application-deployment-on-aws

aws-samples / streamlit-application-deployment-on-aws

Streamlit EDA Dashboard Powered by AWS Cloud

aws aws-cognito aws-cloudformation aws-athena aws-glue aws-sagemaker streamlit-dashboard

Updated Jul 28, 2021
Python

pm3310 / hotel-recommender-system

A hotel recommender system using SageMaker

word2vec travel embeddings gensim recommender-system aws-sagemaker

Updated Jun 13, 2020
Jupyter Notebook

aws-samples / mlops-e2e

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

aws-codepipeline mlops aws-cdk aws-sagemaker

Updated Feb 28, 2022
TypeScript

hjlopes / sagemaker-sentiment-analysis

Deep Learning Udacity Nanodegree - SageMaker Deployment of a Sentiment Analysis model

nlp aws-lambda udacity-nanodegree udacity-deep-learning aws-api-gateway sagemaker sagemaker-deployment aws-sagemaker

Updated Apr 14, 2019
HTML

luongtruong77 / practical-data-science

This repo contains materials from the Deeplearning.AI's Practical Data Science Specialization offered by Coursera.

data-science machine-learning natural-language-processing deep-learning autopilot sagemaker aws-sagemaker

Updated Jul 8, 2021
Jupyter Notebook

AIVenture0 / PubG-Win-prediction-using-ML

PUBG- PlayerUnknown's BattleGrounds (PUBG)

kaggle-competition randomforest machinelearning pubg machinelearning-python aws-sagemaker

Updated Aug 23, 2019
Jupyter Notebook

mindsdb / mindsdb-sagemaker-container

Open

Add tsv option

ZoranPandovski commented Feb 25, 2020

Improve /invocations endpoint to accept text/tab-separated-values.

Read more

enhancement good first issue help wanted

xbwei / data-analysis-aws

Introducing basic usage of AWS

python aws machine-learning database big-data aws-s3 jupyter-notebook artificial-intelligence aws-ec2 aws-iot aws-dynamodb aws-sagemaker

Updated Oct 1, 2021
Jupyter Notebook

honghanhh / coursera-practical-data-science-specialization

Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)

data-science pandas matplotlib abtesting bert statistical-data automl model-deployment bias-detection mlops aws-sagemaker data-labeling

Updated Sep 18, 2021
Jupyter Notebook

aws-samples / amazon-sagemaker-gluonts-entrypoint

Sample GluonTS entrypoint scripts for Amazon SageMaker.

aws-sagemaker gluonts

Updated Sep 29, 2021
Jupyter Notebook

catwhiskers / darknet-on-sagemaker

Transfer learning based on darknet yolov4 and vgg16 on AWS SageMaker

notebook transfer-learning darknet aws-sagemaker

Updated Nov 20, 2020
Jupyter Notebook

IntelAI / openvino-demos

This repo contains information regarding cloud offerings of OpenVINO™ and demos to showcase OpenVINO™ via sample Jupyter notebooks.

aws energy deep-learning inference aws-ami inference-engine sagemaker openvino aws-sagemaker

Updated Feb 10, 2022
Jupyter Notebook

RobinCPC / minibot_candy_pick_demo

Use NexCOBOT MiniBOT to pick candy with AWS SageMaker as inference engine

computer-vision deep-learning robotics robot-arm aws-sagemaker

Updated Feb 11, 2022
Jupyter Notebook

Tiwarim386 / AWS_Deployed_Sentiment_Analysis_Model

A simple web app which interacts with a deployed recurrent neural network performing sentiment analysis on movie reviews. Trained and deployed on AWS cloud.

aws review deep-learning aws-lambda deployment sentiment-analysis api-gateway aws-s3 sentiment pytorch recurrent-neural-networks lstm cloud-computing rnn aws-sagemaker

Updated Jan 9, 2020
Jupyter Notebook

MLDA-NTU / AWS-Workshop-2020

Open

[Sagemaker] Pytorch GAN + deploy(optional)

iqDF commented Jan 4, 2020

Feature

GAN Demo of using Pytorch in AWS cloud

Describe the solution you'd like

Concise demo of creating and deploying GAN to AWS GPU
Use pretrained checkpoint if possible, just run like 1-2 epochs during training
The best part if participant can hit endpoint, give an input image and it will return new image, e.g. MNIST digits or morphed GAN Face.

**Durati

Read more

feature good first issue

masoodkhanpatel / Sentiment-Analysis-Deployed

A sentiment analysis model that can be deployed on AWS SageMaker

machine-learning aws-lambda sentiment-analysis pytorch xgboost aws-api-gateway aws-sagemaker

Updated Mar 9, 2019
Jupyter Notebook

ResidentMario / fahr

Run remote machine learning model training jobs right from the command line.

python cli machine-learning model-training aws-sagemaker

Updated Jan 3, 2020
Python

Kenza-AI / kenza

Open-Source Machine Learning Platform

aws machine-learning machine-learning-platform sagemaker aws-sagemaker continuous-training ml-platform cd4ml open-source-ml-platform

Updated Feb 27, 2022
Go

k-chuang / aws-forest-fire-predictive-analytics

CMPE 266 Big Data Engineering & Analytics Project

aws aws-s3 aws-sagemaker

Updated May 15, 2019
Python

datadrivers / effective-guide-mlops

Example end-to-end ml pipeline build with the Sagemaker Python SDK

python aws data-science machine-learning deep-learning scikit-learn aws-apigateway scikitlearn-machine-learning aws-api-gateway mlops aws-sagemaker mlops-environment mlops-workflow

Updated Dec 16, 2021
Jupyter Notebook

aaakashkumar / Plagiarism-Detection-Project

An end-to-end plagiarism classification model, deployed to SageMaker.

aws machine-learning udacity ai svm sklearn feature-engineering support-vector-machines udacity-nanodegree longest-common-subsequence plagiarism-detection sagemaker svc-svm aws-sagemaker

Updated Sep 18, 2020
Jupyter Notebook

miquelescobar / ddrl

Distributed Deep Reinforcement Learning in an HPC system and deployment to the Cloud

python reinforcement-learning hpc deep-reinforcement-learning slurm aws-sagemaker

Updated Sep 30, 2021
Python

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