Arun Prakash A's Projects
Colab Notebooks for models from AI4Bharat
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
An annotated implementation of the Transformer paper.
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Personal Blog
AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
A curated list of awesome adversarial machine learning resources
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
An adversarial example library for constructing attacks, building defenses, and benchmarking both
How Contextual are Contextualized Word Representations?
A technical report on convolution arithmetic in the context of deep learning
fast.ai Courses
Python related videos and metadata powering =>
A public repo of datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Deep Xi: A Deep Learning Approach to A Priori SNR Estimation. Used for Speech Enhancement and robust ASR.
Create animated videos for various optimizers used for training deep learning models
Develop DL models using Pytorch and Hugging Face
Notebooks for learning deep learning
An Interactive Introduction to Fourier Transforms
Generate an XML sitemap for a GitHub Pages site using GitHub Actions
High-level library to help with training neural networks in PyTorch
A modern, high customizable, responsive Jekyll theme for documention with built-in search.
Learn OpenCV : C++ and Python Examples
This repository contains assignment notebooks for implementing vanilla transformer architecture, GPT and BERT like structures from scratch using PyTorch. This is for educational purpose only
Building a CNN based classifier to classify regional plant diseases given the plant leaf image
PyTorch Tutorial for Deep Learning Researchers