• Stars
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    5
  • Rank 2,861,937 (Top 57 %)
  • Language
    Jupyter Notebook
  • License
    Apache License 2.0
  • Created about 4 years ago
  • Updated about 2 years ago

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Repository Details

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1

mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
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2

demos

End to end MLRun demos
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3

storey

real-time data + ML pipeline
Python
54
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4

demo-github-actions

demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions
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41
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5

functions

MLRun template functions and examples
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38
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6

demo-llm-tuning

Demo MLRun project for LLM Tuning and serving pipelines
Jupyter Notebook
23
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7

ce

MLRun Community Edition
Mustache
16
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8

ui

UI of MLRun β€” Machine Learning automation and tracking
JavaScript
11
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9

demo-image-classification

Jupyter Notebook
5
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10

demo-network-operations

Jupyter Notebook
5
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11

demo-llm-bot

Interactive bot demo using LLMs and MLRun
Jupyter Notebook
3
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12

marketplace

HTML
3
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13

demo-fraud

MLRun Fraud detection demo
Jupyter Notebook
3
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14

demo-xgb-project

demo the work of MLRun with Github webhooks
Jupyter Notebook
2
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15

demo-call-center

Demo the use of GenAI to transcribe and analyze audio calls
Jupyter Notebook
2
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16

test-git-load

used for testing mlrun work with git archives
Python
1
star
17

genai-factory

Rapid build and deployment of Gen AI applications
Python
1
star
18

flowless

serverless real-time workflow
JavaScript
1
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19

mlutils

mlrun ml utils
Python
1
star
20

demos-datasets

Holds datasets for mlrun demos, released and versioned
Shell
1
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21

frameworks

mlrun ML/DL framework specific code
Python
1
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22

controller

ML controller
Go
1
star