Posts

• Swapped pair identification

  Identifying swapped pairs and more...

  May 17, 2021

• Gaussian distribution

  Implementing a gaussian distribution from scratch (almost)

  May 10, 2021

• Classifying movie reviews using ANNs

  TensorFlow implementation for classification

  Mar 27, 2021

• Mean, Variance and Standard deviation of a sample

  Estimating variance and standard deviation of a sample drawn from a normal distribution

  Jan 10, 2021

• Sequence classification using Recurrent Neural Networks

  PyTorch implementation for sequence classification using RNNs

  Jan 7, 2021

• PyTorch basics

  A simple PyTorch tutorial to fit a function with a third order polynomial

  Dec 14, 2020

• Estimating Pi

  Implementation of Monte Carlo simulation to estimate the value of pi

  Nov 18, 2020

• LeNet-5 CNN

  Implementation of LeNet-5 CNN with PyTorch

  Nov 9, 2020

• Optimization

  Using PyTorch's autograd to perform optimization

  Oct 31, 2020

• Canny Edge detection

  Detecting edges in an image

  Oct 28, 2020

• Harris corner detection

  Extracting corners in images

  Oct 18, 2020

• Simple Neural Network

  Simple neural network to predict the function f(x) = 10*x

  Oct 9, 2020

• Object detection

  Basic image processing and simple color based object detector

  Sep 25, 2020

• Random data generation

  Generate artificial random data and interact with it using interaction widgets in Python

  Sep 15, 2020

• My first blog !

  Setting up the blogging website

  Sep 11, 2020