https://github.com/ashryaagr/ann-tensorflow
Artificial Neural Networks with Tensorflow
https://github.com/ashryaagr/ann-tensorflow
convolutional-neural-networks tensorflow
Last synced: about 1 month ago
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Artificial Neural Networks with Tensorflow
- Host: GitHub
- URL: https://github.com/ashryaagr/ann-tensorflow
- Owner: ashryaagr
- Created: 2019-01-12T03:56:25.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-06-15T06:21:30.000Z (almost 6 years ago)
- Last Synced: 2025-02-05T16:48:11.214Z (3 months ago)
- Topics: convolutional-neural-networks, tensorflow
- Language: HTML
- Size: 12.1 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
Deep-Learning with Tensorflow
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This repository is just a collection of python scripts which I wrote while learning to use Tensorflow.
Description of some of the scripts :
1. linearreg.py : Implemented linear regression with Tensorflow .
2. logisticreg.py : Implemented logistic regression with Tensorflow .
3. digit_recog1.py : A simple Multi-Layer perceptron without any hidden layer for digit recognition. The accuracy was about 91% .
4. digit_recog2.py : A simple Deep neural network (Convolution Neural Network) with dropout and multiple hidden layers. The accuracy was about 96% .