- sklearn-experiments
- keras-experiments
- tensorflow-experiments
- torch-experiments
I tried to explore the following topics of machine learning:
- Supervised Learning
- Unsupervised Learning
- Testing the APIs provided by
sklearn
,pandas
andmatplotlib
- CNN, RNN and LSTM
- Autoencoders and GAN
- Transfer Learning
- Testing the Layers and Models APIs of
keras
- 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.)