A Python library for simulating optical systems, similar to Zemax

Python library that implements named tensors with Astropy Quantity support.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Forward-Forward algorithm on MNIST

The Unified AI Framework

The fundamental package for scientific computing with Python.

Simple and basic machine learning algorithms implemented from scratch in NumPy.

A facial recognition system for marking attendance at university tutorials

Parallel computing with task scheduling

Rating: (8/10) The project uses natural language processing to create a chatbot capable of understanding user queries. It trains on a dataset of intents, tokenizing patterns, and constructing a neural network model. The model is saved for future use.

Rating: (7/10) This script collects, preprocesses, trains models, processes images, and handles files, handling data from Reddit, image processing, and file handling.

This project facilitates users to retrieve PhonePe transaction and user data, store it in a MySQL database. Subsequently, the stored data is visualized in a Streamlit web application using Plotly and Pandas DataFrame.

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

Experiment with machine learning and AI algorithms, write guides, and documents.

A Raspberry Pi camera for taking pictures using object detection.

Data Parallel Extension for NumPy

Genomic Interval Operations on Pandas DataFrames

Bounded-memory serverless distributed N-dimensional array processing

N-D labeled arrays and datasets in Python

Encode/decode images using Base64 or shuffle/recover the pixels of images.