The following are the links to some of my blogs and reports.

The complete index of all my blogs/tutorials on various topics is listed here. Please note that the blogs published on other websites such as PyImageSearch or keras.io/examples/ belong to the respective websites and should be cited properly when needed.

### Index

#### Paper Breakdowns

#### JAX Guide

#### Causal Analysis

- What do we mean when we talk about Causal Inference
- Studying Causality: The good, the bad, and the ugly
- A Brief Introduction to Do-Calculus

#### Computer Vision

- Focal Modulation: A replacement for Self-Attention - Keras Example
- A Vision Transformer without Attention - Keras Example
- Neural Style Transfer with AdaIN- Keras Example
- Breaking down Neural Radiance Fields - Part 1
- Breaking down Neural Radiance Fields - Part 2
- Breaking down Neural Radiance Fields - Part 3
- 3D volumetric rendering with NeRF- Keras Example
- Image Segmentation using Whale Optimization Algorithm
- Image Compression using SVD
- Face Swapping using OpenCV
- Creating a Potrait mode with Open CV
- A brief history of Edge Detection
- Denoising images the Matlab Way

#### NLP

- Introduction to RNNs with TensorFlow and Keras
- Long Short-Term Memory Networks
- Neural Machine Translation
- Neural Machine Translation with Bahdanau’s Attention Using TensorFlow and Keras
- Neural Machine Translation with Luong’s Attention Using TensorFlow and Keras
- A Deep Dive into Transformers with TensorFlow and Keras: Part 3
- A Deep Dive into Transformers with TensorFlow and Keras: Part 2
- A Deep Dive into Transformers with TensorFlow and Keras: Part 1