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mlflow

13 indexed repositories · View on GitHub

mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a...

Python · 28048 stars
mlflow-example
An example MLflow project

Python · 297 stars
mlflow-export-import

Python · 239 stars
mlflow-torchserve
Plugin for deploying MLflow models to TorchServe

Python · 111 stars
mlflow-apps
MLflow App Library

Python · 80 stars
skills

Python · 78 stars
mlflow-go-backend
Repository for the Go-based MLflow Tracking Server

Go · 73 stars
recipes-regression-template
Template repo for kickstarting recipes for regression use case

Python · 55 stars
recipes-examples
Example repo to kickstart integration with mlflow recipes.

Python · 47 stars
recipes-classification-template
Template repo for kickstarting recipes for classification use case

Python · 27 stars
mlflow-website

TypeScript · 22 stars
mlp-regression-example

Python · 7 stars
mlflow-repo-status

Python · 0 stars

Beginner friendly Everything

Open All

[FR] Support changing RustFS ports in docker compose setup to avoid conflicts Open

domain/platform enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

mlflow/mlflow#25912 · Opened Sep 16, 2026
Bug: duplicate hooks error — plugin.json should not declare hooks/hooks.json explicitly Open

Difficulty 1/5 Under an hour Newbie friendliness 95/100

mlflow/skills#41 · Opened Sep 9, 2026
Helm chart: support selecting the -full image variant without pinning the full tag Open

Difficulty 2/5 1-3 hours Newbie friendliness 70/100

mlflow/mlflow#25735 · Opened Sep 9, 2026
Documentation: getting started guide has outdated examples Open

ready

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

mlflow/mlflow#25516 · 3 comments · Opened Sep 1, 2026
TypeError: Cannot read properties of undefined (reading 'map') Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

mlflow/mlflow#25515 · 2 comments · Opened Sep 1, 2026
[BUG] Grouped-run line charts force the Y axis down to zero Open

area/uiux bug has-closing-pr ready

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

mlflow/mlflow#24934 · 4 comments · Opened Aug 6, 2026
[BUG] Experiment last_update_time not updated by trace operations Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

mlflow/mlflow#24912 · 4 comments · Opened Aug 5, 2026
Tracing silently produces an EMPTY trace when span-data upload to the artifact store fails Open

Acknowledged

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

mlflow/mlflow#24783 · 5 comments · Opened Jul 31, 2026
[BUG] `transition_model_version_stage` hits the same VARCHAR/INTEGER mismatch as #24515 when `archive_existing_versions=True` Open

area/model-registry

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

mlflow/mlflow#24592 · 4 comments · Opened Jul 22, 2026
[DOC-FIX] End-to-End Judge Workflow guide has unclickable tiles Open

area/docs has-closing-pr

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

mlflow/mlflow#23980 · 2 comments · Opened Jun 14, 2026
Unguarded OTLP metric exporter imports cause silent span loss when OTEL_EXPORTER_OTLP_* env vars are set Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

mlflow/mlflow#23775 · 2 comments · Opened Jun 4, 2026
[BUG] Quality insights bar chart tooltip link unreachable for non-bottom bars Open

has-closing-pr ready

Difficulty 1/5 Under an hour Newbie friendliness 86/100

mlflow/mlflow#23479 · 4 comments · Opened May 19, 2026
[Docs] Clarify `mlflow ui` backend-store-uri for users with existing mlruns/ data Open

area/docs

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

mlflow/mlflow#22033 · 6 comments · Opened Mar 25, 2026
[BUG] Trace spans not displayed when using OSS tracking store Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

mlflow/mlflow#22022 · 9 comments · 1 reaction · Opened Mar 25, 2026
utc_str_to_millis() returns float instead of int, causing PostgreSQL bigint type errors Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

mlflow/mlflow-export-import#217 · 2 comments · Opened Nov 18, 2025
[BUG] selectedEvaluationId is looked up before the experiments load when the URL is opened in a new tab. Open

area/uiux bug

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

mlflow/mlflow#18724 · 2 comments · Opened Nov 7, 2025
[FR] Implement docker image build support for R models Open

area/scoring domain/platform enhancement help wanted

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

mlflow/mlflow#17401 · 4 comments · Opened Aug 26, 2025
[BUG] model.load fails with file scheme uris Open

area/models bug

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

mlflow/mlflow#15090 · 3 comments · Opened Mar 24, 2025
[DOCKER IMAGE] basic-auth does not work anymore in v2.20.2 Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

mlflow/mlflow#14610 · 4 comments · 2 reactions · Opened Feb 16, 2025

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