Examples

Getting started

Description

Docs

Neptune

GitHub

Colab

Hello World

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See results

See code

Run example

How to guides

Experiment tracking

Description

Docs

Neptune

GitHub

Colab

Organize ML experiments

Read how to

See results

See code

Run example

Log binary classification metrics

Read how to

Log fairness metrics

Read how to

Model registry

Description

Docs

Neptune

GitHub

Colab

Log model building metadata

Read how to

Monitoring ML runs live

Description

Docs

Neptune

GitHub

Colab

Monitor model training runs live

Read how to

See results

See code

Run example

Data versioning

Description

Docs

Neptune

GitHub

Colab

Do basic data versioning

Read how to

Log image directory snapshot

Read how to

Neptune API

Description

Docs

Neptune

GitHub

Colab

Resume run

Read how to

Pass Run object between files

Read how to

Use Neptune in distributed computing

Read how to

Use Neptune in parallel computing

Read how to

Use Neptune in Pipelines

Read how to

Log to multiple runs in one script

Read how to

Neptune UI

Description

Docs

Neptune

GitHub

Colab

Use Neptune Query Language

Read how to

Do Groupby on runs

Read how to

Do sorting

Read how to

Integrations and supported tools

Languages

Description

Docs

Neptune

GitHub

Colab

Python

Read docs

See results

See code

Run example

R

Read docs

Model training

Description

Docs

Neptune

GitHub

Colab

TensorFlow / Keras

Read how to

See results

See code

Run example

Scikit Learn

Read how to

See results

See code

Run example

PyTorch

Read how to

PyTorch Lightning

Read how to

PyTorch Ignite

Read how to

Catalyst

Read how to

fastai

Read how to

skorch

Read how to

lightGBM

Read how to

XGBoost

Read how to

Hyperparameter Optimization

Description

Docs

Neptune

GitHub

Colab

Optuna

Read how to

Scikit Optimize

Read how to

Keras Tuner

Read how to

Model visualization and debugging

Description

Docs

Neptune

GitHub

Colab

Dalex

Read how to

HiPlot

Read how to

Matplotlib

Read how to

See results

See code

Run example

Plotly

Read how to

See results

See code

Run example

Bokeh

Read how to

Altair

Read how to

Pandas

Read how to

HTML

Read how to

Experiment tracking

Description

Docs

Neptune

GitHub

Colab

MLflow

Read how to

TensorBoard

Read how to

Sacred

Read how to

IDEs and Notebooks

Description

Docs

Neptune

GitHub

Colab

Any IDE

Read how to

Jupyter Notebook and Jupyter Lab

Read how to

Amazon SageMaker notebooks

Read how to

Deepnote

Read how to

Google Colab

Read how to

Run example

Data Versioning

Description

Docs

Neptune

GitHub

Colab

AWS S3

Read how to

Local filesystem

Read how to

Data Version Control (DVC)

Read how to

Continuous Integration and Delivery (CI/CD)

Description

Docs

Docs

Neptune

GitHub

Colab

GitHub Actions

Read how to

What's next?