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.13 min read·May 9, 2020--5--5
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.12 min read·Apr 24, 2020--4--4
Akshaj VermainTowards Data SciencePyTorch [Basics] — Sampling SamplersThis notebook takes you through an implementation of random_split, SubsetRandomSampler, and WeightedRandomSampler on image data.6 min read·Apr 11, 2020--6--6
Akshaj VermainTowards Data SciencePytorch [Tabular] — RegressionThis blog post takes you through an implementation of regression on tabular data using PyTorch.8 min read·Mar 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.11 min read·Mar 18, 2020--9--9
Akshaj VermainTowards Data SciencePytorch [Tabular] — Binary ClassificationThis blog post takes you through an implementation of binary classification on tabular data using PyTorch.9 min read·Feb 29, 2020--15--15
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.14 min read·Feb 15, 2020--5--5
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.6 min read·Feb 1, 2020----
Akshaj VermainTowards Data SciencePytorch [Basics] — Intro to CNNThis blog post takes you through the different types of CNN operations in PyTorch.9 min read·Jan 18, 2020--2--2
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.9 min read·Jan 6, 2020--2--2