7 results found Sort:

iusztinpaul
energy-forecasting iusztinpaul
199
891
mit
14
🌀 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 𝘤...
gcp cicd mlops docker poetry python sktime airflow fastapi hopsworks streamlit feature-store ml-monitoring github-actions model-registry data-versioning batch-processing 3-pipeline-design great-expectations weights-and-biases
Created 2023-02-04
391 commits to main branch, last one 10 months ago
RunLLM
aqueduct RunLLM
18
519
apache-2.0
8
Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
ai ml llm data llms mlops python python3 kubernetes data-science ml-monitoring orchestration machine-learning ml-infrastructure
Created 2022-05-27
1,037 commits to main branch, last one about a year ago
squaredev-io
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
k8s xai mlops mlflow python recall accuracy f1-score modelops kubernetes monitoring ml-monitoring observability accuracy-score explainability explainable-ai accuracy-metrics confusion-matrix machine-learning model-monitoring
Created 2022-09-09
151 commits to main branch, last one about a year ago
trubrics
trubrics-sdk trubrics
26
138
apache-2.0
5
Product analytics for AI Assistants
llm mlops llmops streamlit ml-monitoring human-feedback model-feedback machine-learning
Created 2022-01-19
939 commits to main branch, last one 8 months ago
Azure-Samples
azure-databricks-mlops-mlflow Azure-Samples
52
83
mit
15
Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
ml azure mlops ml-ops mlflow python databricks ml-monitoring ml-operations ml-production mlflow-projects databricks-notebooks
Created 2021-01-29
109 commits to main branch, last one 2 years ago
evidentlyai
ml_observability_course evidentlyai
29
76
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
Arize-ai
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
204 commits to main branch, last one 3 days ago