Comet is doing for ML what Github did for code

Track your datasets, code changes, experimentation history, and models. Comet provides insights and data to build better models, faster while improving productivity, collaboration and explainability.

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Comet is doing for ML what Github did for code

Track your datasets, code changes, experimentation history, and models. Comet provides insights and data to build better models, faster while improving productivity, collaboration and explainability.

CREATE A FREE ACCOUNT

Streamline your machine learning workflow

Just one line of code


Add a single line of code and start tracking in 30 seconds. Works on any machine with any kind of model.

Collaborate


Share and discuss experiments with your colleagues. Publish leaderboard to business stakeholders.

Reproducible Research


Reproduce models without changing your workflow. Works with scripts, pipelines and Jupyter notebooks.


Track and Compare

Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance.


Visualize Anything

Comet’s flexible experiments and visualization suite allow you to record, transform, compare and visualize any artifact from your code, computer or environment.


Debug your Models

View, analyze, and gain insights from your model predictions. Visualize samples with dedicated modules for vision, audio, text, and tabular data to detect over-fitting and easily identify issues with your dataset.


Notebooks or scripts

Comet works automatically with both scripts and Jupyter notebooks.


Track and Compare

Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance.


Visualize Anything

Comet’s flexible experiments and visualization suite allow you to record, transform, compare and visualize any artifact from your code, computer or environment.


Debug your Models

View, analyze, and gain insights from your model predictions. Visualize samples with dedicated modules for vision, audio, text, and tabular data to detect over-fitting and easily identify issues with your dataset.


Notebooks or scripts

Comet works automatically with both scripts and Jupyter notebooks.

Comet for Academics


Are you a student, researcher or professor? Get all of these features for free with Comet for Academics. Join thousands of researchers around the world who use Comet to turn their machine learning into real science, driving research, publications, and breakthroughs.

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