onnxmltools
data-science-ipython-notebooks
| onnxmltools | data-science-ipython-notebooks | |
|---|---|---|
| 3 | 1 | |
| 940 | 26,490 | |
| 1.9% | - | |
| 6.5 | 0.0 | |
| 21 days ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
onnxmltools
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Model Interoperability with ONNX
onnxmltools
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Export and run other machine learning models
With the onnxmltools library, traditional models from scikit-learn, XGBoost and others can be exported to ONNX and loaded with txtai. Additionally, Hugging Face's trainer module can train generic PyTorch modules. This notebook will walk through all these examples.
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[D] ONNX ecosystem
PyTorch has robust support for exporting Torch models to ONNX. This enables exporting Hugging Face Transformers and/or other downstream models directly to ONNX. With the onnxmltools library, traditional models from scikit-learn, XGBoost and others can be exported to ONNX.
data-science-ipython-notebooks
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Beginner in Python for Data Science
data science ipython notebooks
What are some alternatives?
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
manjaro-linux - Shell scripts for setting up Manjaro Linux for Python programming and deep learning
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
BirdNET - Soundscape analysis with BirdNET.
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
modelstore - 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
sports-betting - Collection of sports betting AI tools.
PMapper - A tool for quickly evaluating IAM permissions in AWS.
data-science - :bar_chart: Path to a free self-taught education in Data Science!