arunprakash-a Goto Github PK

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

annotated-transformer

An annotated implementation of the Transformer paper.

arunprakash-a.github.io

Personal Blog

asap

AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

attention-is-all-you-need-paper

Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.

awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

awesome-kan

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.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cnn-cert

cnn-visualization

contextual-elmo-bert-gpt-2020

How Contextual are Contextualized Word Representations?

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

courses

fast.ai Courses

data

Python related videos and metadata powering =>

datasets

A public repo of datasets

datasets-1

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deepxi

Deep Xi: A Deep Learning Approach to A Priori SNR Estimation. Used for Speech Enhancement and robust ASR.

dl-pytorch-workshop

Develop DL models using Pytorch and Hugging Face

dlaicourse

Notebooks for learning deep learning

fourier

An Interactive Introduction to Fourier Transforms

generate-sitemap

Generate an XML sitemap for a GitHub Pages site using GitHub Actions

ignite

High-level library to help with training neural networks in PyTorch

just-the-docs

A modern, high customizable, responsive Jekyll theme for documention with built-in search.

learnopencv

Learn OpenCV : C++ and Python Examples

llm-from-scratch-pytorch

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

plantdiseaseclassification

Building a CNN based classifier to classify regional plant diseases given the plant leaf image

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

satellite-rooftop-recognition

Check whether an acquired image at the given earth coordinates contains rooftops or not.

statisticalsignalprocessing_hayes_pythonimplemetation

This Repository contains Jupyter Notebooks that explains the fundamental concepts in Statistical Signal Processing.

super-resolution-adversarial-defense

Image Super-Resolution as a Defense Against Adversarial Attacks