1 min to read

My ML/Deep Learning projects in Python and Pytorch

Pytorch

Featured image

ML Projects

This section contains Machine learning projects/tutorials using python, scikit-learn, numpy, etc:

  1. Sentiment classification using TF-IDF and logistic Regression
  2. To be updated soon

Deep Learning Projects

This section contains python notebooks to the basic pytorch tutorials listed as below:

  1. MNIST Feedforward neural network classifier(pytorch)
  2. Futher tutorials to be updated soon

Advanced Deep Learning [NLP] Projects

This section contains tutorials for NLP based tasks using pytorch:

  1. Twitter Sentiment Classification with BERT(pytorch)
  2. To be updated soon

Advanced Deep Learning [Vision] Projects

This section contains tutorials for vision tasks using pytorch

Advanced [RL] Projects

This section contains tutorials for Reinforcement Learning tasks using pytorch

Advanced [ML/Statistical Modelling]

This section contains tutorials for ML and statistical models:

  1. To be updated soon

Advanced [Miscellaneous]

This section contains tutorials for miscellaneous topics such as recommendor systems and other tasks which require a intersection of above knowledge:

  1. To be updated soon