https://github.com/sayannath/tensorflow-notebooks

My Tensorflow Notebook. In this notebooks I have implemented various kind of model optimisation techniques.
https://github.com/sayannath/tensorflow-notebooks

colab-notebook jupyter-notebook keras models notebook quantisation tensorflow2 tflite

Last synced: 3 months ago
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My Tensorflow Notebook. In this notebooks I have implemented various kind of model optimisation techniques.

• Host: GitHub
• URL: https://github.com/sayannath/tensorflow-notebooks
• Owner: sayannath
• License: apache-2.0
• Created: 2021-03-12T13:04:25.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2021-12-04T16:52:57.000Z (about 4 years ago)
• Last Synced: 2025-03-31T23:43:06.225Z (11 months ago)
• Topics: colab-notebook, jupyter-notebook, keras, models, notebook, quantisation, tensorflow2, tflite
• Language: Jupyter Notebook
• Homepage: https://www.tensorflow.org/
• Size: 1.19 MB
• Stars: 11
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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# TensorFlow Notebooks



## Description

**Author**: [Sayan Nath](https://sayannath.biz/)


**Last Updated**: 2021/03/29

## List of the Notebooks

1. [Post Quantise Training Notebook](https://colab.research.google.com/drive/1EysBC5PHJcg5dp9Qaj59t8jaHc_7JfgV?usp=sharing)

2. [Pruning Notebook](https://colab.research.google.com/drive/1sYTDxGSxN3B3KzbZM94ths1zuvkNqiA7?usp=sharing)

3. [Quantization Aware Training](https://colab.research.google.com/drive/1Wdso2N_76E8Xxniqd4C6T1sV5BuhKN1o?usp=sharing)

4. [Siamese Network with a Contrastive Loss]()