Languages
IDEs and notebooks
Deepnote
Run experiments in Deepnote notebooks and log them to Neptune.
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Google Colab
Run your experiments on Google Colab and track them with Neptune.
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Jupyter Lab and Jupyter Notebook
Run your experiments in Jupyter notebooks and track them in Neptune.
AWS SageMaker
Integrate your AWS SageMaker notebooks with Neptune and enable, sharing and diffing notebook checkpoints, notebook auto-snapshots when running experiments and more!
Find out moreModel training frameworks
Scikit-Learn
Track your classifiers, regressors, and k-means clustering results with Neptune.
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fastai
Keep track of and manage fastai experiments in Neptune.
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PyTorch
Keeping track of PyTorch model training metadata with Neptune.
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Keras
Automatically track Keras model training progress to Neptune.
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XGBoost
Automatically track XGBoost training progress to Neptune.
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PyTorch Lightning
Automatically log PyTorch Lightning metrics to Neptune.
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PyTorch Ignite
Automatically track PyTorch Ignite model training progress 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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lightGBM
Automatically track LightGBM model training progress to Neptune.
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Catalyst
Automatically track Catalyst model training progress to Neptune.
Find out moreModel tuning and hyperparameter optimization frameworks
Keras Tuner
Monitor your hyperparameter search in Neptune.
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Scikit-Optimize
Log metrics, parameters, and visualizations from Scikit-Optimize hyperparameter sweeps to Neptune.
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Optuna
Log metrics, parameters and interactive visualizations from Optuna hyperparameter sweeps to Neptune.
Find out moreModel visualization and debugging frameworks
DALEX
Log DALEX global and local explanations as well as the dalex.expainer objects to Neptune.
Find out moreHTML
Log any standalone HTML objects to Neptune.
Pandas
Log pandas dataframes as HTML tables 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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Plotly
Log interactive plotly charts to Neptune.
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Altair
Lg interactive altair charts to Neptune.
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Bokeh
Log interactive bokeh charts to Neptune.
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TensorBoard
Upload TensorBoard runs for backup and further analysis.
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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.
Find out moreExperiment tracking frameworks
Sacred
Add a NeptuneObserver to log all your Sacred experiments to Neptune.
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MLflow
Sync MLflow runs with Neptune and take advantage of powerful UI, collaboration features, user management and more!
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TensorBoard
Upload TensorBoard runs for backup and further analysis.
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