seong/bin/blog

`$ cat greetings.txt`

Welcome to my blog. I will be posting some interesting and uninteresting things here, but hopefully every post will be of some value to you.

`$ ls posts`

A Little Life Update

A little update on my life

Gradient Descent Explained

How and why gradient descent works

Reddit Depression Predictor Using Hugging Face Transformers

Fine tuning a NLP model using Hugging Face Transformers

Cross Entropy Loss Explained

A high level overview of PyTorch’s torch.nn.CrossEntropyLoss

MNIST Digit Classifier

How to build a (very) simple neural network for MNIST digit classification

Numpy Arrays vs. Pytorch Tensors

Explanation of the difference between Numpy Arrays and Pytorch Tensors