https://github.com/hanzopgp/tensorflowtest

Learning how to use jupyter notebook, tensorflow, numpy and other librairies for machine learning projects. Following Thibaut Neveu's tutorial.
https://github.com/hanzopgp/tensorflowtest

artificial-intelligence convolutional-neural-networks deep-learning lstm-neural-networks machine-learning matplotlib multilayer-neural-networks numpy personal recurrent-neural-networks sklearn tensorflow

Last synced: about 1 month ago
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Learning how to use jupyter notebook, tensorflow, numpy and other librairies for machine learning projects. Following Thibaut Neveu's tutorial.

• Host: GitHub
• URL: https://github.com/hanzopgp/tensorflowtest
• Owner: hanzopgp
• License: mit
• Created: 2021-03-31T21:59:26.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2021-04-19T01:52:02.000Z (almost 5 years ago)
• Last Synced: 2025-01-16T05:25:04.264Z (about 1 year ago)
• Topics: artificial-intelligence, convolutional-neural-networks, deep-learning, lstm-neural-networks, machine-learning, matplotlib, multilayer-neural-networks, numpy, personal, recurrent-neural-networks, sklearn, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 3.73 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# TensorFlowTest

## Presentation



>Learning about tensorflow, jupyter notebook, numpy, matplotlib, sklearn and other libraries to quickly build and test neural networks. Following Thibaut Neveu's tutorial.

## Dependencies

- Python

- Anaconda

- Jupyter notebook

- TensorFlow

- Numpy

- Matplotlib

- Pandas

- Sklearn

- Unidecode

## Jupyterlab setup

- Install Anaconda

- Create new environnment

- Open environment terminal

- \>pip install tensorflow

- \>pip install pandas

- \>pip install sklearn

- \>pip install jupyter notebook

- ...

- Open jupyter notebook in that environment

## Datasets

- Datasets are not in the github repository, you need to download it (Links in notebooks).

## Links

- https://www.tensorflow.org/?hl=fr

- https://www.youtube.com/watch?v=hP7Ac8S9Tgs&list=PLpEPgC7cUJ4byTM5kGA0Te1jUeNwbSgfd&ab_channel=ThibaultNeveu

- https://en.wikipedia.org/wiki/Long_short-term_memory

- https://en.wikipedia.org/wiki/Recurrent_neural_network