mattmcclean / sagemaker-reinvent-chalktalk-2018
Example project showing how you can use your fast.ai based scripts to let Amazon SageMaker perform the training and hosting of your models. Was used as part of the AWS re:Invent 2018 Chalk Talk
☆13Updated 5 years ago
Alternatives and similar repositories for sagemaker-reinvent-chalktalk-2018:
Users that are interested in sagemaker-reinvent-chalktalk-2018 are comparing it to the libraries listed below
- Build a Docker container to build, train and deploy fast.ai based Deep Learning models with Amazon SageMaker☆13Updated 6 years ago
- Repo for work on deep learning for tabular data☆14Updated 4 years ago
- Merging image, tabular and text data in a neural network with fastai☆52Updated last year
- Fit your tensorflow model using fastai and PyTorch☆91Updated 5 years ago
- Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint☆74Updated 3 years ago
- A few baselines with a standard tabular model☆38Updated 4 years ago
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆201Updated last year
- ☆93Updated 3 years ago
- Guide on creating an API for serving your ML model☆65Updated 2 years ago
- ML model serving app based on APIs☆71Updated 3 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 3 years ago
- SageMaker specific extensions to TensorFlow.☆54Updated 5 months ago
- ☆13Updated 6 years ago
- This codebase is a starting point to get your Machine Learning project into Production.☆43Updated 4 years ago
- Cornell Birdcall Identification (a Kaggle competition) starter pack☆53Updated last year
- Deploy your pretrained model on AWS SageMaker☆36Updated 6 years ago
- Research repo for code that may or may not end up in fastai3☆50Updated 3 years ago
- A list of extensions for the fastai library.☆160Updated 3 years ago
- Developing and integrating methods for fastai2 tabular with other datatypes☆26Updated 2 years ago
- Information for readers of the fastai book☆67Updated 4 years ago
- Fastai community entry to 2020 Reproducibility Challenge☆17Updated 2 years ago
- Extensions for the `fastai2` library in the form of data augmentations and inference utilities. Specific to computer vision models. Infer…☆48Updated last year
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆97Updated 5 months ago
- ☆20Updated 4 years ago
- SageMaker custom deployments made easy☆58Updated last year
- ☆10Updated 2 years ago
- Distributed training with SageMaker's script mode using Horovod distributed deep learning framework☆32Updated 5 years ago
- INACTIVE - please go to https://gitlab.com/juliensimon/dlnotebooks☆110Updated 6 years ago