spotty-cloud / spotty
Training deep learning models on AWS and GCP instances
☆492Updated last year
Alternatives and similar repositories for spotty:
Users that are interested in spotty are comparing it to the libraries listed below
- AWS EC2 computer management for regular folks☆120Updated 2 years ago
- A graph-based functional API for building complex scikit-learn pipelines.☆591Updated 2 years ago
- LLMs and Machine Learning done easily☆439Updated last year
- Lightweight tool to deploy PyTorch models to AWS Lambda☆125Updated 3 years ago
- Run compute jobs on AWS as if you were running them locally.☆125Updated 3 years ago
- Version control for machine learning☆1,660Updated 3 weeks ago
- Experiment tracking, ML developer tools☆875Updated last year
- A Collection of GitHub Actions That Facilitate MLOps☆207Updated 2 years ago
- An ML framework to accelerate research and its path to production.☆265Updated 6 months ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆293Updated 3 months ago
- More interactive weak supervision with FlyingSquid☆316Updated 4 years ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆387Updated 2 months ago
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆202Updated last month
- Practical active learning in python☆189Updated 2 years ago
- massively parallel experimentation with Jupyter and AWS Lambda 🐑🌩📒☆162Updated 5 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆318Updated 7 months ago
- Testing framework to simplify writing ML unit tests.☆348Updated 5 years ago
- Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)☆264Updated 4 years ago
- Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc☆386Updated 8 months ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- FastAI PyTorch Serverless API (w/ AWS Lambda)☆153Updated 6 years ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆718Updated last year
- Research workflows made easy, locally and in the Cloud.☆500Updated 9 months ago
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆146Updated this week
- PyTorch elastic training☆730Updated 2 years ago
- Inline data annotator for Jupyter notebooks☆178Updated 2 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆435Updated last year
- Web-based dashboard for Sacred☆549Updated 2 years ago
- A High Level API for Deep Learning in JAX☆472Updated 2 years ago
- Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers☆214Updated last year