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The Top 23 Jupyter Notebook Mlops Open Source Projects

Open source projects categorized as Jupyter Notebook Mlops
Categories > Data Processing > Jupyter Notebook
Categories > Mlops
Amazon Sagemaker Examples ⭐ 9,221
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
most recent commit 3 months ago
Mlops Zoomcamp ⭐ 8,173
Free MLOps course from DataTalks.Club
most recent commit 3 months ago
Feast ⭐ 5,053
Feature Store for Machine Learning
dependent packages 28total releases 116most recent commit 3 months agopypi feast} Downloads
Evidently ⭐ 4,348
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 7total releases 89most recent commit 3 months agopypi evidently} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 3 months agopypi polyaxon} Downloads
God Level Data Science Ml Full Stack ⭐ 3,384
A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
most recent commit 4 months ago
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115most recent commit 3 months agopypi ploomber} Downloads
Deepchecks ⭐ 3,206
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
dependent packages 6total releases 55most recent commit 3 months agopypi deepchecks} Downloads
Mlops Course ⭐ 2,427
Learn how to design, develop, deploy and iterate on production-grade ML applications.
most recent commit 9 months ago
Phoenix ⭐ 1,983
AI Observability & Evaluation - Evaluate, troubleshoot, and fine tune your LLM, CV, and NLP models in a notebook.
total releases 138most recent commit 3 months ago
Cube Studio ⭐ 1,710
cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，数据资产对
total releases 1most recent commit 3 months ago
Nannyml ⭐ 1,695
nannyml: post-deployment data science in python
total releases 26most recent commit 3 months ago
Mlops ⭐ 1,427
MLOps examples
most recent commit 9 months ago
Hands On Llms ⭐ 1,393
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
most recent commit 3 months ago
Vertex Ai Samples ⭐ 1,172
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
most recent commit 3 months ago
Efficient Dl Systems ⭐ 502
Efficient Deep Learning Systems course materials (HSE, YSDA)
most recent commit 3 months ago
Machine_learning_and_deep_learning ⭐ 492
most recent commit 3 months ago
Popmon ⭐ 461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
dependent packages 2total releases 36most recent commit 9 months agopypi popmon} Downloads
Haupt ⭐ 451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
dependent packages 1total releases 86most recent commit 15 days agopypi haupt} Downloads
Fsdl Text Recognizer 2022 Labs ⭐ 393
Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-t
most recent commit 3 months ago
Resourcebank_cv_nlp_mlops_2022 ⭐ 375
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
most recent commit a year ago
Vertex Ai Mlops ⭐ 344
Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
most recent commit 3 months ago
Python Mlops Cookbook ⭐ 317
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.
most recent commit 10 months ago
The 7 Most Depended On Jupyter Notebook Mlops Open Source Projects
Feast ⭐ 5,053
Feature Store for Machine Learning
dependent packages 28total releases 116latest release September 07, 2023most recent commit 3 months agopypi feast} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Evidently ⭐ 4,348
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 7total releases 89latest release December 04, 2023most recent commit 3 months agopypi evidently} Downloads
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115latest release November 29, 2023most recent commit 3 months agopypi ploomber} Downloads
Popmon ⭐ 461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
dependent packages 2total releases 36latest release July 18, 2023most recent commit 9 months agopypi popmon} Downloads
Haupt ⭐ 451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
dependent packages 1total releases 86latest release December 10, 2023most recent commit 15 days agopypi haupt} Downloads
The 10 Latest Releases In Jupyter Notebook Mlops Open Source Projects
Haupt ⭐ 451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
dependent packages 1total releases 86latest release December 10, 2023most recent commit 15 days agopypi haupt} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Evidently ⭐ 4,348
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 7total releases 89latest release December 04, 2023most recent commit 3 months agopypi evidently} Downloads
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115latest release November 29, 2023most recent commit 3 months agopypi ploomber} Downloads
Nannyml ⭐ 1,695
nannyml: post-deployment data science in python
total releases 26latest release November 28, 2023most recent commit 3 months ago
Automlops ⭐ 92
Build MLOps Pipelines in Minutes
total releases 18latest release November 06, 2023most recent commit 4 months ago
Feast ⭐ 5,053
Feature Store for Machine Learning
dependent packages 28total releases 116latest release September 07, 2023most recent commit 3 months agopypi feast} Downloads
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