Get more out of tools you use every day

Integrate Neptune with your favorite frameworks, tools and libraries.

Cloud providers

AWS SageMaker

Integrate your AWS SageMaker notebooks with Neptune and enable, sharing and diffing notebook checkpoints, notebook auto-snapshots when running experiments and more!

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Deep learning frameworks

Catalyst

Automatically track Catalyst model training progress to Neptune.

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fastai1

Keep track of and manage fastai1 experiments in Neptune.

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fastai2

Track and manage fastai2 training in Neptune.

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Keras

Automatically track Keras model training progress to Neptune.

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PyTorch Ignite

Automatically track PyTorch Ignite model training progress to Neptune.

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PyTorch Lightning

Automatically log PyTorch Lightning metrics to Neptune.

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skorch

Automatically track skorch model training progress to Neptune

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TensorFlow

Automatically log TensorFlow data to Neptune.

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Experiment tracking frameworks

MLflow

Sync MLflow runs with Neptune and take advantage of powerful UI, collaboration features, user management and more!

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Sacred

Add a NeptuneObserver to log all your Sacred experiments to Neptune.

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TensorBoard

Upload TensorBoard runs for backup and further analysis.

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Hyperparamter Optimization frameworks

Optuna

Log metrics, parameters and interactive visualizations from Optuna hyperparameter sweeps to Neptune.

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Scikit-Optimize

Log metrics, parameters, and visualizations from Scikit-Optimize hyperparameter sweeps to Neptune.

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Languages

Any Language

Log information from the experiment you run with any language to Neptune.

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Python

use neptune-client to keep track of experiments that you run with Python.

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R

Track machine learning experiments from R to Neptune.

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Machine learning frameworks

lightGBM

Automatically track LightGBM model training progress to Neptune.

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XGBoost

Automatically track XGBoost training progress to Neptune.

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Messaging systems

Telegram

Use a telegram bot to fetch experiment information from Neptune.

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Visualization tools

Altair

Lg interactive altair charts to Neptune.

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Bokeh

Log interactive bokeh charts to Neptune.

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HiPlot

Fetch experiment information from Neptune directly into HiPlot parameter visualization in your Jupyter Notebook.

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matplotlib

Log matplotlib figures to Neptune. You can have them stored as static images or convert them on the fly to interactive plotly charts.

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Pandas

Log pandas dataframes as HTML tables to Neptune.

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Plotly

Log interactive plotly charts to Neptune.

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