ray-skorch
skorch
| ray-skorch | skorch | |
|---|---|---|
| 2 | 3 | |
| 56 | 5,648 | |
| - | 0.9% | |
| 0.0 | 6.9 | |
| over 1 year ago | 7 days ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
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ray-skorch
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ray-skorch - distributed PyTorch on Ray with sklearn API
More examples, including ones on bigger datasets, can be found here - https://github.com/Yard1/ray-skorch/tree/main/examples
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[P] ray-skorch - distributed PyTorch on Ray with sklearn API
I'm the principal author of ray-skorch, a library that lets you run distributed PyTorch training on large-scale datasets while providing a familiar, scikit-learn compatible skorch API, integrating well with the rest of the scikit-learn ecosystem.
skorch
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[P] skorch 0.12.0 - HuggingFace integrations for sklearn, M1 support and others
Find a detailled list of changes in the release text.
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[P] ray-skorch - distributed PyTorch on Ray with sklearn API
I'm the principal author of ray-skorch, a library that lets you run distributed PyTorch training on large-scale datasets while providing a familiar, scikit-learn compatible skorch API, integrating well with the rest of the scikit-learn ecosystem.
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Scikit-Learn Version 1.0
There are scikit-learn (sklearn) API-compatible wrappers for e.g. PyTorch and TensorFlow.
Skorch: https://github.com/skorch-dev/skorch
tf.keras.wrappers.scikit_learn: https://www.tensorflow.org/api_docs/python/tf/keras/wrappers...
What are some alternatives?
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
scikit-learn - scikit-learn: machine learning in Python
pytorch-lightning - Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
sktime - A unified framework for machine learning with time series
DataFrame - C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
machine-learning-book - Code Repository for Machine Learning with PyTorch and Scikit-Learn
scientific-visualization-book - An open access book on scientific visualization using python and matplotlib
datatable - A Python package for manipulating 2-dimensional tabular data structures
db-benchmark - reproducible benchmark of database-like ops
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
faiss - A library for efficient similarity search and clustering of dense vectors.