Arun Prakash A's repositories
DL-Pytorch-Workshop
Develop DL models using Pytorch and Hugging Face
Tamil-Handwritten-Chracter-Recognition-using-CNN
Tamil Handwritten character recognition using convolutional neural networks.
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
Arunprakash-a.github.io
Personal Blog
DL-Optimizers-Animations
Create animated videos for various optimizers used for training deep learning models
AI4Bharat-Models
Colab Notebooks for models from AI4Bharat
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
profile
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.
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
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.
contextual-ELMO-BERT-GPT-2020
How Contextual are Contextualized Word Representations?
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.
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.
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.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
U-NET-based-Cloud-Segmentation
In this project we train a FCNN (U-NET) architecture to segment a cloud region from a remotely sensed images
vim-plug
:hibiscus: Minimalist Vim Plugin Manager