https://github.com/k-karna/tensorflow2_dl
Tensorflow 2: for Deep Learning Specialization | Imperial College London
https://github.com/k-karna/tensorflow2_dl
functional-api model-subclassing python tensorflow2
Last synced: 21 days ago
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Tensorflow 2: for Deep Learning Specialization | Imperial College London
- Host: GitHub
- URL: https://github.com/k-karna/tensorflow2_dl
- Owner: k-karna
- Created: 2023-02-22T09:13:37.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2023-09-18T18:23:54.000Z (over 2 years ago)
- Last Synced: 2025-04-07T18:48:49.401Z (about 1 year ago)
- Topics: functional-api, model-subclassing, python, tensorflow2
- Language: Jupyter Notebook
- Homepage:
- Size: 4.33 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
#### Tensorflow 2 : Deep Learning Specialization offered by **Imperial College London**
- Module 1: Getting Started with Tensorflow 2
-- Sequential API, validation,regularization, callbacks, early stoppinga and patience, saving and loading model weights, saving and loading architecture, and loading pre-trained models
- Module 2: Customization Your Models with Tensorflow 2
-- Functional API, Data Pipeline, Sequence Modelling - RNNs, Stacked, Bidirectional, stateful, model subclassing, and custom training loops
- Module 3: Probabilistic Deep Learning with Tensorflow 2
-- Probabilistic layers, Bayesian Neural Networks, Bayesian CNN, Bijectors and normalising flows, Variational AutoEncoder, KL Divergence