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machine-learning-experiments

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  • sklearn-experiments
  • keras-experiments
  • tensorflow-experiments
  • torch-experiments

sklearn-experiments

I tried to explore the following topics of machine learning:

  • Supervised Learning
  • Unsupervised Learning
  • Testing the APIs provided by sklearn, pandas and matplotlib

keras-experiments

  • CNN, RNN and LSTM
  • Autoencoders and GAN
  • Transfer Learning
  • Testing the Layers and Models APIs of keras

tensorflow-experiments

  • CNN using tf.keras
  • CNN using only tf
  • Regression using only tensors
  • Testing the APIs of tensorflow (e.g. - tf.constant, tf.Variable, tf.GradientTape etc.)

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Machine Learning Experiments using sklearn, keras, tf, torch etc.

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