Search Results - RepositoryStats

mlops-zoomcamp DataTalksClub

2.2k

11.6k

unknown

192

Free MLOps course from DataTalks.Club

mlops machine-learning model-deployment model-monitoring workflow-orchestration

Created 2021-10-21

509 commits to main branch, last one 10 days ago

evidently evidentlyai

647

5.9k

apache-2.0

46

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

llm mlops llmops data-drift html-report data-quality data-science generative-ai hacktoberfest data-validation jupyter-notebook machine-learning model-monitoring pandas-dataframe

Created 2020-11-25

2,518 commits to main branch, last one a day ago

openllmetry traceloop

709

5.5k

apache-2.0

8

Open-source observability for your LLM application, based on OpenTelemetry

ml llm llmops python metrics monitoring datascience help-wanted open-source generative-ai observability opentelemetry open-telemetry good-first-issue model-monitoring good-first-issues opentelemetry-python artifical-intelligence

Created 2023-09-02

993 commits to main branch, last one 2 days ago

deepchecks deepchecks

264

3.7k

other

22

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 model...

ml mlops python pytorch data-drift html-report data-science deep-learning data-validation jupyter-notebook machine-learning model-monitoring model-validation pandas-dataframe

Created 2021-10-11

1,498 commits to main branch, last one 15 days ago

nannyml NannyML

153

2.0k

apache-2.0

22

nannyml: post-deployment data science in python

ml mlops python data-drift monitoring data-science data-analysis deep-learning visualization machinelearning jupyter-notebook machine-learning model-monitoring performance-estimation performance-monitoring postdeploymentdatascience

Created 2022-01-26

1,271 commits to main branch, last one 2 months ago

openllmetry-js traceloop

31

300

apache-2.0

1

Sister project to OpenLLMetry, but in Typescript. Open-source observability for your LLM application, based on OpenTelemetry

ml llmops nextjs metrics javascript monitoring typescript datascience open-source generative-ai observability opentelemetry model-monitoring opentelemetry-javascript

Created 2023-09-27

313 commits to main branch, last one 8 days ago

eurybia MAIF

25

206

apache-2.0

6

⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

drift python data-drift html-report model-drift data-validation drift-detection machine-learning model-monitoring domain-classifier datadrift-classifier production-machine-learning

Created 2022-05-02

124 commits to master branch, last one 5 months ago

whitebox squaredev-io

5

183

mit

6

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

Created 2022-09-09

151 commits to main branch, last one about a year ago

amazon-sagemaker-mlops-workshop aws-samples

27

97

mit-0

6

MLOps workshop with Amazon SageMaker

sagemaker tensorflow2 mlops-workshop amazon-sagemaker machine-learning model-monitoring sagemaker-studio sagemaker-pipelines sagemaker-deployment sagemaker-processing

Created 2021-03-10

158 commits to main branch, last one 6 months ago

nbox NimbleBoxAI

13

87

apache-2.0

4

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

mlops ml-service mlops-tool ml-platform data-science model-serving mlops-pipeline mlops-workflow practical-mlops machine-learning mlops-automation model-deployment model-management model-monitoring ml-infrastructure

Created 2021-07-29

396 commits to master branch, last one about a year ago

cyclops VectorInstitute

13

81

other

9

A toolkit for evaluating and monitoring AI models in clinical settings

eicu-crd mimic-iv omop-cdm mimic-iii physionet data-drift evaluation healthcare clinical-data deep-learning drift-detection machine-learning model-monitoring clinical-research electronic-health-record clinical-decision-support electronic-medical-record

Created 2022-02-21

560 commits to main branch, last one 3 days ago

inferencedb aporia-ai

3

80

other

6

🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)

s3 kafka mlops model-serving machine-learning model-monitoring

Created 2022-02-09

1 commits to main branch, last one 2 years ago

ml_observability_course evidentlyai

29

79

apache-2.0

5

Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

mlops llmops data-drift data-quality ml-pipelines ml-monitoring ml-observability model-monitoring model-performance data-quality-checks machine-learning-operations production-machine-learning

Created 2023-10-05

288 commits to main branch, last one about a year ago

awesome-ml-monitoring awesome-mlops

7

74

apache-2.0

4

A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀

aiops mlops dataops data-drift datascience model-drift data-quality data-science concept-drift data-cleaning deep-learning data-management data-monitoring machine-learning model-management model-monitoring model-performance model-explainability machine-learning-platform

Created 2022-04-20

1 commits to main branch, last one 2 years ago

vetiver-python rstudio

18

65

mit

6

Version, share, deploy, and monitor models.

mlops python model-deploy model-monitoring model-versioning

Created 2021-12-09

711 commits to main branch, last one a day ago

hub traceloop

11

56

apache-2.0

0

High-scale LLM gateway, written in Rust. OpenTelemetry-based observability included

ml llm rust llmops datascience open-source generative-ai observability opentelemetry model-monitoring artificial-intelligence

Created 2024-10-24

35 commits to main branch, last one a day ago

client_python Arize-ai

15

50

bsd-3-clause

15

A python library to send data to Arize AI!

ai-roi ai-monitoring ml-monitoring ai-observability drift-monitoring ml-observability model-monitoring model-explainability performance-monitoring data-quality-monitoring model-performance-management

Created 2020-03-05

213 commits to main branch, last one 14 days ago

full-stack-on-prem-cv-mlops jomariya23156

5

44

mit

1

"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.