Arshad Shaikh's repositories
SAINT-pytorch
SAINT PyTorch implementation
Last_Query_Transformer_RNN-PyTorch
Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)
SAKT-pytorch
Implementation of paper "A Self-Attentive model for Knowledge Tracing"
Position-Prediction-Pretraining
Position Prediction as an Effective Pretraining Strategy
academic-kickstart
📝 Easily create a beautiful website using Academic, Hugo, and Netlify
Aerial_Cactus_Identification-CNN-Kaggle
To assess the impact of climate change on Earth's flora and fauna, it is vital to quantify how human activities such as logging, mining, and agriculture are impacting our protected natural areas. Researchers in Mexico have created the VIGIA project, which aims to build a system for autonomous surveillance of protected areas. A first step in such an effort is the ability to recognize the vegetation inside the protected areas. In this competition, you are tasked with creation of an algorithm that can identify a specific type of cactus in aerial imagery.
Algorithm_puzzle
This repo contains the solution code for the various algorithm puzzles given as assignment.
Arshad_Medium
This repo contains the code for articles posted on medium by Arshad Shaikh.
Attention-OCR
Character-Based Handwritten Text Transcription with Attention Networks
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Deep-Learning-with-TensorFlow
The repo contains the codes practiced for the Deep Learning with TensorFlow course.
deit
Official DeiT repository
intense-images
A simple library to view large images up close using simple mouse interaction, and the full screen.
Learn-Natural-Language-Processing-Curriculum
This is the curriculum for "Learn Natural Language Processing" by Siraj Raval on Youtube
lsg_attention_experiments
Efficient Attention for Long Sequence Processing
olympic-hero
Olympic Hero
Predicting-from-Ecommerce-data
Using Linear Regression
python-mini-challenges-for-Grey-Atom-Assignment
Python Mini Challenges
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch