arshadshk

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.

Algorithms-Sem1

EMG-Physical-Action-Data-Set

GatedWord-Character_Recurrent_Language_Model

Last_Query_Transformer_RNN-PyTorch

Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)

Position-Prediction-Pretraining

Position Prediction as an Effective Pretraining Strategy

SAINT-pytorch

SAINT PyTorch implementation

SAKT-pytorch

Implementation of paper "A Self-Attentive model for Knowledge Tracing"

arshadshk/SAINT-pytorch

SAINT PyTorch implementation

arshadshk/Last_Query_Transformer_RNN-PyTorch

Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)

arshadshk/SAKT-pytorch

Implementation of paper "A Self-Attentive model for Knowledge Tracing"

arshadshk/Position-Prediction-Pretraining

Position Prediction as an Effective Pretraining Strategy

arshadshk/GatedWord-Character_Recurrent_Language_Model

arshadshk/academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

arshadshk/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.

arshadshk/Algorithm_puzzle

This repo contains the solution code for the various algorithm puzzles given as assignment.

arshadshk/Arshad_Medium

This repo contains the code for articles posted on medium by Arshad Shaikh.

arshadshk/arshadshk.github.io

arshadshk/Attention-OCR

Character-Based Handwritten Text Transcription with Attention Networks

arshadshk/augmenttesting

arshadshk/awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

arshadshk/Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

arshadshk/colabcode

Run VSCode (codeserver) on Google Colab or Kaggle Notebooks

arshadshk/crewAI-examples

A collection of examples that show how to use CrewAI framework to automate workflows.

arshadshk/Data-analysis-basics

arshadshk/Deep-Learning-with-TensorFlow

The repo contains the codes practiced for the Deep Learning with TensorFlow course.

arshadshk/deit

Official DeiT repository

arshadshk/intense-images

A simple library to view large images up close using simple mouse interaction, and the full screen.

arshadshk/Internship

arshadshk/Learn-Natural-Language-Processing-Curriculum

This is the curriculum for "Learn Natural Language Processing" by Siraj Raval on Youtube

arshadshk/lsg_attention_experiments

Efficient Attention for Long Sequence Processing

arshadshk/ML_from_scratch

arshadshk/Moodle_LMS_assignment-for-students-

arshadshk/Predicting-from-Ecommerce-data

Using Linear Regression

arshadshk/python-mini-challenges-for-Grey-Atom-Assignment

Python Mini Challenges

arshadshk/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

arshadshk/pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

arshadshk/vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch