Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with ml-infrastructure
A curated list of projects in awesome lists tagged with ml-infrastructure .
https://github.com/Netflix/metaflow
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
ai aws azure data-science datascience gcp high-performance-computing kubernetes machine-learning ml ml-infrastructure ml-platform mlops model-management productivity python r r-package reproducible-research rstats
Last synced: 25 Oct 2024
https://github.com/netflix/metaflow
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
ai aws azure data-science datascience gcp high-performance-computing kubernetes machine-learning ml ml-infrastructure ml-platform mlops model-management productivity python r r-package reproducible-research rstats
Last synced: 16 Dec 2024
https://github.com/skypilot-org/skypilot
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
cloud-computing cloud-management cost-management cost-optimization data-science deep-learning distributed-training finops gpu hyperparameter-tuning job-queue job-scheduler llm-serving llm-training machine-learning ml-infrastructure ml-platform multicloud spot-instances tpu
Last synced: 16 Dec 2024
https://github.com/determined-ai/determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
data-science deep-learning distributed-training hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras kubernetes machine-learning ml-infrastructure ml-platform mlops pytorch tensorflow
Last synced: 16 Dec 2024
https://github.com/mryab/efficient-dl-systems
Efficient Deep Learning Systems course materials (HSE, YSDA)
cuda deep-learning distributed-training efficient-deep-learning machine-learning ml-infrastructure mlops pytorch
Last synced: 16 Dec 2024
https://github.com/RunLLM/aqueduct
Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
ai data data-science kubernetes llm llms machine-learning ml ml-infrastructure ml-monitoring mlops orchestration python python3
Last synced: 09 Nov 2024
https://github.com/hamelsmu/ktext
Utilities for preprocessing text for deep learning with Keras
deep-learning keras machine-learning ml-infrastructure nlp-machine-learning python-3
Last synced: 16 Dec 2024
https://github.com/project-monai/monai-deploy-app-sdk
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
ai deep-learning deploy dicom healthcare image-processing machine-learning medical-imaging ml ml-infrastructure ml-platform mlops model-deployment model-serving monai pipeline python pytorch workflow
Last synced: 15 Dec 2024
https://github.com/slai-labs/get-beam
Run GPU inference and training jobs on serverless infrastructure that scales with you.
artificial-intelligence cloud-computing cost-optimization data-science deep-learning distributed-computing gpu-acceleration gpu-computing hpc llm-serving llm-training machine-learning ml-infrastructure mlops python serverless serverless-architectures
Last synced: 09 Nov 2024
https://github.com/rubixml/server
A standalone inference server for trained Rubix ML estimators.
api http-server inference inference-engine inference-server infrastructure json-api machine-learning microservice ml-infrastructure model-deployment model-server php php-machine-learning php-ml rest-api rubix-ml rubix-server
Last synced: 04 Dec 2024
https://github.com/outerbounds/metaflow-card-notebook
Render Jupyter Notebooks With Metaflow Cards
data-science data-visualization datascience jupyter jupyter-notebook machine-learning metaflow metaflow-cards ml ml-infrastructure mlops python visualization
Last synced: 10 Nov 2024
https://github.com/openlayer-ai/examples-gallery
Sample notebooks that use the Openlayer Python API
ai data-centric machine-learning machine-learning-operations ml ml-infrastructure mlops model-deployment model-explainability synthetic-dataset-generation tensorflow unbox
Last synced: 10 Nov 2024
https://github.com/determined-ai/determined-examples
Example ML projects that use the Determined library.
deep-learning distributed-training hyperparameter-tuning keras machine-learning ml-infrastructure pytorch tensorflow
Last synced: 17 Nov 2024
https://github.com/openlayer-ai/openlayer-python
The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈
ai data-centric machine-learning machine-learning-operations ml ml-infrastructure mlops model-deployment model-explainability openlayer synthetic-dataset-generation tensorflow unbox
Last synced: 14 Oct 2024
https://github.com/arindas/tfug-ml-mq-infer
Transcript and slides for the talk "Message Queues: Function and role in ML Inference" on 18th June 2023 at TFUG Kolkata
inference message-queue ml-infrastructure
Last synced: 23 Nov 2024
