Examples

Getting Started

Docs
Neptune
GitHub
Colab
Hello World

How-to Guides

Experiment Tracking

Docs
Neptune
GitHub
Colab
Organize ML experiments

Model Registry

Docs
Log model building metadata

Monitoring ML Runs Live

Docs
Neptune
GitHub
Colab
Monitor model training runs live

Data Versioning

Description
Docs
Neptune
GitHub
Colab
Version datasets in model training runs
Compare datasets between runs

Neptune API

Docs
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
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
AWS S3
Data Version Control (DVC)
Local filesystem

Continuous Integration and Delivery (CI/CD)

Docs
GitHub Actions

What's next?

Last modified 2mo ago