Examples

Getting Started

Docs

Neptune

GitHub

Colab

Hello World

How-to Guides

Experiment Tracking

Docs

Neptune

GitHub

Colab

Organize ML experiments

Log binary classification metrics

Log fairness metrics

Model Registry

Docs

Neptune

GitHub

Colab

Log model building metadata

Monitoring ML Runs Live

Docs

Neptune

GitHub

Colab

Monitor model training runs live

Data Versioning

Docs

Neptune

GitHub

Colab

Do basic data versioning

Log image directory snapshot

Neptune API

Docs

Neptune

GitHub

Colab

Resume run

Pass Run object between files

Use Neptune in distributed computing

Use Neptune in parallel computing

Use Neptune in Pipelines

Log to multiple runs in one script

Neptune UI

Docs

Neptune

GitHub

Colab

Use Neptune Query Language

Do Groupby on runs

Do sorting

Integrations and Supported Tools

Languages

Docs

Neptune

GitHub

Colab

Python

R

Model Training

Docs

Neptune

GitHub

Colab

Catalyst

fastai

lightGBM

PyTorch

PyTorch Ignite

PyTorch Lightning

Scikit Learn

skorch

TensorFlow / Keras

XGBoost

Hyperparameter Optimization

Docs

Neptune

GitHub

Colab

Keras Tuner

Optuna

Scikit Optimize

Model Visualization and Debugging

Docs

Neptune

GitHub

Colab

Altair

Bokeh

Dalex

HTML

Matplotlib

Pandas

Plotly

Experiment Tracking

Docs

Neptune

GitHub

Colab

MLflow

Sacred

TensorBoard

IDEs and Notebooks

Docs

Neptune

GitHub

Colab

Any IDE

Amazon SageMaker notebooks

Deepnote

Google Colab

Jupyter Notebook and Jupyter Lab

Data Versioning

Docs

Neptune

GitHub

Colab

AWS S3

Data Version Control (DVC)

Local filesystem

Continuous Integration and Delivery (CI/CD)

Docs

Neptune

GitHub

Colab

GitHub Actions

What's next?