Python quantized-neural-networks

Open-source Python projects categorized as quantized-neural-networks
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Topics: Keras Deep Learning Tensorflow Machine Learning quantization
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Top 3 Python quantized-neural-network Projects

  • model-optimization

    A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

  • larq

    An Open-Source Library for Training Binarized Neural Networks

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • qkeras

    QKeras: a quantization deep learning library for Tensorflow Keras

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python quantized-neural-networks related posts

  • Need Help With Pruning Model Weights in Tensorflow 2

    1 project | /r/tensorflow | 7 Jun 2021

  • [D] How to Quantize a CNN; And how to deal with a professor...

    1 project | /r/MachineLearning | 31 Jan 2021

Index

What are some of the best open-source quantized-neural-network projects in Python? This list will help you:

Project Stars
1 model-optimization 1,470
2 larq 692
3 qkeras 522

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