My Blog

Matplotlib Tutorial

Data Visualization

Answer: Matplotlib is Python’s foundational 2D plotting library, created by John Hunter in 2003. It provides:

Ayush Shrivastava and Rishabh Mondal

NumPy Tutorial

NumPy stands for Numerical Python. Think of it as a super-powered calculator for Python that can work with large amounts of numbers very quickly.

Ayush Shrivastava

Setting Up Your Environment

Virtual Environments

Think of a virtual environment as a separate workspace for each of your projects. Imagine you have two different projects:

Ayush Shrivastava

Canny Edge Detector

Computer Vision

The Canny Edge detector is named after its inventor, John F. Canny. It is among the most popular edge detection algorithms due to its simplicity and effectiveness. The…

Ayush Shrivastava

Power of Sine Activation

Computer Vision

This notebook is a simple demonstration of the power of the sine activation function in neural networks. We will use a nueral network to learn a function mapping that goes…

Ayush Shrivastava

Lucas Kanade Optical Flow

Computer Vision

Optical flow is the pattern of apparent motion of image objects between two consecutive frames caused by the movement of object or camera. It is vector field where each…

Ayush Shrivastava

Setting up Conda Environment for ML Projects

This blogpost is written for myself as I keep forgetting the steps to set up a conda environment for my ML projects.

Ayush Shrivastava

Neural Processes

This notebook demonstrates the implementation of the Neural Processes. The model is trained to predict the distribution of the target function given a few examples of the…

Ayush Shrivastava