Ayush Vatsal's repositories
Car_Prices-A_Prediction_Service
Using web scraped data from one of India's largest car website, Cardekho, building a prediction service with feature, training and inference pipelines.
llm-foundry-ayush
LLM training code for MosaicML foundation models
MZI_Mesh
A MZI mesh with reconfigurable phase shifters can can have numerous combinations of the phase shifters' phases for the same set of input and outputs. A python code for a 4X4 MZI mesh returning the minimum cost path for a given input and output combination.
QML_Maxcut_using_QAOA
Combinatorial optimization using Quantum Approximate Optimization Algorithm(QAOA).
Ayush863
Config files for my GitHub profile.
Caption-Studio
Caption-Studio: Unleash the power of cutting-edge language models and image recognition to effortlessly generate captivating captions for your images. Elevate your social media game with expertly crafted, attention-grabbing captions that perfectly complement your visuals.
Chat-pdf
Grill your documents for answers. They'll give in
chatbot-RAG
A chatbot using Retrieval Augmented Generation
Credit-Card-Fraud
An end to end prediction service for flagging credit card fraud.
Grovers_Search_Algorithm
Unstructured Database search in sub-linear time. Implementation of Grover's Search Algorithm using Qiskit (searching for 4 combinations out of 16).
Retrograd
Unlocking efficient reverse mode automatic differentiation for seamless gradient computation from scratch with a touch of retro flair.
Custom-Classifier
AI FOR ALL. Just enter two, three or more words and get your custom classifier based on a award winning model like Resnet or efficientnet. Using data queried from duckduckgo finetuning a model for your needs.
fastbook
The fastai book, published as Jupyter Notebooks
Garbage-Classifier
Building a Garbage classifier that classifier trash into 6 categories: Glass, Metal, Cardboard, Paper, Plastic and Trash.
IBM-QuantumChallenge2021
My solutions to the problems solved during the challenge period.
langchain
⚡ Building applications with LLMs through composability ⚡
Linear-Regression-for-not-dummies
Everything Linear Regression captured in one repository. Implementation of Ordinary Least Squares Regression (OLS Regression) from scratch.
ML-For-Beginners
12 weeks, 24 lessons, classic Machine Learning for all
PayScan
Scanning Invoices made easy
react-fundamentals
Material for my React Fundamentals Workshop
Testing-a-Multiplier-Circuit
Original Authors: Ayush Vatsal (me) and Sukrit Chatterjee. In this project a design is analyzed in RTL level design simulation.