Docs
Opik
Guides
APIs and SDKs
Integrations
Comet Deployments
Initializing search
Expand All
Menu
Guides
APIs and SDKs
Integrations
Comet Deployments
Guides
Guides
Guides
Home
Quickstart
Experiment Management
Experiment Management
Quickstart
Create & Run an Experiment
Analyze Experiments
Configure the Comet SDK
Log Experiment data
Log Experiment data
Overview
Log metrics and parameters
Log models
Log code
Log confusion matrices
Log images
Log 3d point clouds
Log tabular data
Log text
Log audio
Log video
Log curves and plots
Log HTML
Log assets
Log remote data
Resume an Experiment
Run an Experiment in distributed environments
Run an Experiment in Jupyter Notebooks
Search & Export Experiment data
Load data from Neptune
Best practices
Troubleshooting and FAQ
Limits and performance
Total fidelity metrics
LLM Evaluation
LLM Evaluation
Opik
Comet Optimizer
Comet Optimizer
Quickstart
Configure the Optimizer
Analyze hyperparameter tuning results
Run hyperparameter tuning in parallel
Use third-party optimizers
Troubleshooting and FAQ
Comet Artifacts
Comet Artifacts
Quickstart
Register remote artifacts
Track data lineage
Example
Comet Model Registry
Comet Model Registry
Quickstart
Register a model
Manage a registered model
Configure webhooks
Troubleshooting and FAQ
Comet Production Monitoring
Comet Production Monitoring
Quickstart
MPM UI
Send data to MPM
Custom metrics
Comet UI
Comet UI
Find your way around
Experiment Management
Experiment Management
Project Pages
Project Pages
Overview
Project Panels Page
Single Experiment Page
Visualizations
Visualizations
Overview
Line Chart
Scatter Chart
Bar Chart
Parallel Coordinate Chart
Scalar Chart
Logged Curve
Image Panel
Data Panel
Video Panel
3D Panel
Curated Custom Python Panels
Python Panel
Python Panel Examples
Admin Dashboard
Admin Dashboard
Overview
Service Accounts
JWT Token Auth
APIs and SDKs
APIs and SDKs
Overview
Python SDK
Python SDK
Overview
Start experiment
Releases
Advanced topics
Advanced topics
Run experiments offline
Fallback to Offline Experiment
Error Mode
Secret Management
Install the SDK offline
Use the SDK on premises
Licenses
Reference
Reference
start
Experiment
ExperimentConfig
Other Experiment classes
Other Experiment classes
ExistingExperiment
OfflineExperiment
ExistingOfflineExperiment
comet_ml Module
API
APIExperiment
Artifact
ArtifactAsset
ConfusionMatrix
Embedding
LoggedArtifact
LoggedArtifactAsset
Model
Optimizer
integration
integration
gymnasium
kubeflow
metaflow
pytorch
ray
sagemaker
sklearn
snowflake
spacy
vertex
annotations
annotations
Box
Layer
Polygon
secrets
secrets
aws
gcp
ui
MCP Server
MCP Server
Overview
Command Line Utilities
Command Line Utilities
Overview
Reference
Cometx Extensions
Cometx Extensions
Overview
MPM SDK
MPM SDK
Overview
Dashboard
Reference
Reference
CometMPM
API
Model
REST API
REST API
Overview
Read Endpoints
Write Endpoints
MPM Endpoints
Java SDK
Java SDK
Overview
JavaScript SDK
JavaScript SDK
Overview
R SDK
R SDK
Overview
Experiment
Artifacts
Artifacts
Artifact
ArtifactAsset
LoggedArtifact
LoggedArtifactAsset
Functions
Functions
create_experiment
create_project
delete_project
disable_logging
get_experiment
get_api_version
get_experiments
get_multi_metric_chart
get_projects
get_workspaces
call_api
get_columns
Integrations
Integrations
Overview
Machine learning frameworks
Machine learning frameworks
Catalyst
Composer
DeepSpeed
fastai
Gymnasium
Hugging Face Accelerate
Hugging Face Transformers
Keras
LightGBM
Ludwig
Matplotlib
MLflow
Prophet
PyCaret
PySpark
PyTorch Lightning
PyTorch
Ray
scikit-learn
SHAP
Spark NLP
TensorFlow
XGBoost
Third-party tools
Third-party tools
Annoy
Anomalib
Aquarium
Deepnote
GitLab
GPT-Neox
Gradio
Kubeflow
Metaflow
Nerfstudio
New Relic
Optuna
Predibase
SageMaker
Snowflake
spaCy
Tensorboard
TensorboardX
TensorFlow Model Analysis
torchtune
Unsloth
Vertex AI
YOLOv5
YOLOv8
Comet Deployments
Comet Deployments
href
LLM Evaluation
/
Opik
Opik
If you are not redirected automatically, please
click here
.
Feb. 6, 2026