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DHAiRYA's Projects

angionet icon angionet

Semantic segmentation network for X-ray angiography images, based on Deeplabv3+

awesome-cto icon awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups. Great links to read!

diplomacy_cicero icon diplomacy_cicero

Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

micrograd icon micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

myprojects icon myprojects

A space where you can view all my 'completed' projects :)

needle icon needle

Implementing a deep learning library, Needle (like PyTorch) from scratch as a part of the online Deep Learning Systems course from CMU.

powereditor icon powereditor

As part of a college assignment, we have created an online code editor where user can enter frontend code and monitor the results! Like codepen.io

soundclassification_cnn icon soundclassification_cnn

This notebook shows how various sound files are converted into their image counterpart (spectogram) using a Python lib 'librosa'. A CNN model is trained (using fastai) which considers sound as images!

timeseries_cnn icon timeseries_cnn

Notebook shows how time series data is treated as images using Gramiam Angular Difference Field (GADF) and how an image classification model on that data produces SOTA results!

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