Akshaj VermainTowards Data SciencePyTorch [Vision] — Multiclass Image ClassificationThis notebook takes you through the implementation of multi-class image classification with CNNs using the Rock Paper Scissor dataset.May 9, 20205May 9, 20205

Akshaj VermainTowards Data SciencePyTorch [Vision] — Binary Image ClassificationThis notebook takes you through the implementation of binary image classification with CNNs using the hot-dog/not-dog dataset on PyTorch.Apr 24, 20204Apr 24, 20204

Akshaj VermainTowards Data SciencePyTorch [Basics] — Sampling SamplersThis notebook takes you through an implementation of random_split, SubsetRandomSampler, and WeightedRandomSampler on image data.Apr 11, 20206Apr 11, 20206

Akshaj VermainTowards Data SciencePytorch [Tabular] — RegressionThis blog post takes you through an implementation of regression on tabular data using PyTorch.Mar 28, 2020Mar 28, 2020

Akshaj VermainTowards Data SciencePyTorch [Tabular] —Multiclass ClassificationThis blog post takes you through an implementation of multi-class classification on tabular data using PyTorch.Mar 18, 20209Mar 18, 20209

Akshaj VermainTowards Data SciencePytorch [Tabular] — Binary ClassificationThis blog post takes you through an implementation of binary classification on tabular data using PyTorch.Feb 29, 202015Feb 29, 202015

Akshaj VermainTowards Data SciencePytorch [Basics] — Intro to RNNThis blog post takes you through the implementations of Vanilla RNN, Stacked RNN, BiRNN, and Stacked BiRNN using PyTorch.Feb 15, 20205Feb 15, 20205

Akshaj VermainTowards Data SciencePytorch [Basics] — Intro to Dataloaders and Loss FunctionsThis blog post takes you through Dataloaders and different types of Loss Functions in PyTorch.Feb 1, 2020Feb 1, 2020

Akshaj VermainTowards Data SciencePytorch [Basics] — Intro to CNNThis blog post takes you through the different types of CNN operations in PyTorch.Jan 18, 20202Jan 18, 20202

Akshaj VermainTowards Data SciencePyTorch [Basics] — Tensors and AutogradThis blog post takes you through a few of the most commonly used tensor operations in and demonstrates the Autograd in PyTorch.Jan 6, 20202Jan 6, 20202