🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
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Updated
May 28, 2024 - Python
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
lakeFS - Data version control for your data lake | Git for data
Quilt is a data mesh for connecting people with actionable data
Dolt – Git for Data
Distributed version-control for geospatial and tabular data
Automatic data change tracking for PostgreSQL
This repo contains sample code and sample notebooks to illustrate how to work with Amazon FinSpace
Automatic data change tracking for Prisma
"1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data versioning to Model monitoring and drift detection.
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
An Git-like version control file system for data lineage & data collaboration.
Automatic data change tracking for TypeORM
Advanced Machine Learning Regression: Predicting Car Prices
Obtain data versioning tag using ML models
Python Data as Code core implementation
In this course navigates through the LLMOps pipeline, enabling you to preprocess training data for supervised fine-tuning and deploy custom Large Language Models (LLMs).
Document versioning library for MongoDB using the mongoose package.
Data version control for reproducible analysis pipelines in R with {targets}.
Curated list of open source tooling for data-centric AI on unstructured data.
A demonstration of how DVC and MLFlow can be used in the task of data relabeling
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