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Gitesh1998 / Stock-prediction

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Analysis of data. #2

Open Gitesh1998 opened 3 months ago

Gitesh1998 commented 3 months ago

When working with neural networks for dataset analysis, several tools and libraries are commonly used.

  1. Pandas (Documentation: https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://pandas.pydata.org/docs/&ved=2ahUKEwjA5rG2hs2GAxWRJjQIHYElBdkQFnoECCMQAQ&usg=AOvVaw0XNycME7orfFmvA419K9B2)
  2. Matplotlib (Documentation: https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://matplotlib.org/stable/index.html&ved=2ahUKEwjGicfKhs2GAxV3MDQIHUMSBwwQFnoECBUQAQ&usg=AOvVaw1dXTAJy9AIF5ulB8wXIFjw )
  3. NumPy (Documentation: https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://numpy.org/doc/&ved=2ahUKEwiqlb7jhs2GAxWBGzQIHX8YCE8QFnoECAUQAQ&usg=AOvVaw2a_3m0ZLpgxN-0uzQZP6YA)
  4. Seaborn (Documentation: https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://seaborn.pydata.org/&ved=2ahUKEwiVosjths2GAxWrJzQIHf5oCyQQFnoECAUQAQ&usg=AOvVaw0GhFbgBpk8OwHfgpvMyxJm)

Tools specifically for Data visualizations :

  1. Matplotlib
  2. Seaborn
  3. Plotly (Documentation: https://plotly.com/python/)

We use TensorBoard library for visualizing trainings process. Documentation : https://www.tensorflow.org/api_docs/python/tf