Open source platform for the machine learning lifecycle
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Dec 24, 2024 - Python
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model-management
Here are 53 public repositories matching this topic...
Open Source AI/ML Platform
python kubernetes productivity aws data-science machine-learning r ai azure gcp ml datascience high-performance-computing r-package model-management ml-infrastructure mlops ml-platform llm llmops
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Dec 20, 2024 - Python
Open Source ML Model Versioning, Metadata, and Experiment Management
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Jul 23, 2024 - Java
stable_diffusion_webui的colab部署版本(including English version)，下载了所流行插件依赖和并进行初始化配置。拥有mod管理、手机自适应、图片信息本地读取等脚本。
model-management colab-notebook ai-painting stable-diffusion-webui stable-diffusion-colab origin-script
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Aug 1, 2024 - Jupyter Notebook
Docker for Your ML/DL Models Based on OCI Artifacts
docker machine-learning docker-registry oci model-management harbor opencontainers model-versioning image-registry oci-artifacts oci-registry
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Jan 26, 2024 - Go
An Open Source, Self-Hosted Platform For Applied Deep Learning Development
python data-science machine-learning ai deep-learning gpu ml artificial-intelligence model-management
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Sep 13, 2023 - Python
BentoML Example Projects 🎨
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
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Sep 13, 2022 - Python
Cloud Native ML/DL Platform
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Sep 9, 2020
Experiment tracking for machine and deep learning projects
platform experiment data-science machine-learning ai deep-learning tool ml artificial-intelligence model-management
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Nov 14, 2023 - JavaScript
A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀
kubernetes data-science machine-learning awesome deep-learning orchestration datascience dataops awesome-list model-management aiops mlops model-registry experiment-tracking experiment-management ml-lifecycle
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Jul 16, 2024
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
data-science machine-learning model-management model-deployment model-serving ml-infrastructure mlops ml-service model-monitoring ml-platform practical-mlops mlops-workflow mlops-pipeline mlops-tool mlops-automation
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Oct 2, 2023 - Python
Cloud Native Machine Learning Model Registry
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Jan 12, 2023 - Go
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
data-science machine-learning deep-learning datascience dataops data-management data-cleaning model-management concept-drift data-quality aiops machine-learning-platform data-monitoring mlops model-monitoring model-performance data-drift model-explainability model-drift
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May 7, 2024
Solution for deploying and managing end-to-end federated learning workflows
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Dec 24, 2024 - Python
Zoomaker - Friendly house keeping for your AI model zoo and related resources
package-manager ai model ml generative-art image-generator model-management cli-tool ai-art stable-diffusion
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Sep 9, 2024 - Python
A curated list of awesome open source and commercial platforms for serving models in production 🚀
kubernetes data-science machine-learning awesome deep-learning microservice serverless orchestration datascience dataops awesome-list model-management mlops ml-serving experiment-management ml-lifecycle machine-learning-service
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Apr 20, 2022
An opinionated framework for deploying, managing, and serving application workloads
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Dec 17, 2024 - Python
ML container made simple
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Jun 6, 2024 - Python
A curated list of awesome open source and commercial MLOps platforms 🚀
kubernetes data-science machine-learning awesome deep-learning orchestration datascience dataops awesome-list model-management mlops experiment-tracking experiment-management ml-lifecycle
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Apr 20, 2022
A lightweight command line interface for the management of arbitrary machine learning tasks
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Jan 29, 2021 - Python
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