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Mehak Khan's Projects

-100daysofmlcode icon -100daysofmlcode

I have accepted the "100 Days of ML Code" Challenge given by Siraj Raval !!

100daysofml icon 100daysofml

I am taking up the challenge to to Learn Machine Learning at least an hour everyday!!

adagcn icon adagcn

Official Implementation of AdaGCN (ICLR 2021)

am3net_multimodal_data_fusion icon am3net_multimodal_data_fusion

Code for J. Wang, J. Li, Y. Shi, J. Lai and X. Tan, "AM3Net: Adaptive Mutual-learning-based Multimodal Data Fusion Network," in IEEE TCSVT, 2022. We conducted the experiments on the hyperspectral and lidar dataset(Houston and Trento) and multispectral and synthetic aperture radar data (grss-dfc-2007 datasets).

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

arset_ml_fundamentals icon arset_ml_fundamentals

Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"

awesome-earthobservation-code icon awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

cvpr21_pass icon cvpr21_pass

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

datasets icon datasets

Datasets for deep learning with satellite & aerial imagery

detr icon detr

End-to-End Object Detection with Transformers

gat icon gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gcn.pytorch icon gcn.pytorch

Graph Convolutional Networks for Text Classification.

gmnn icon gmnn

Graph Markov Neural Networks

grand icon grand

Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"

graphembeddingrecommendationsystem icon graphembeddingrecommendationsystem

Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

how_to_create_confusion_matrix icon how_to_create_confusion_matrix

How to create a confusion matrix with the test result in your training model & How to visualize the history of network learning: accuracy, loss in graphs.

ijcnn19attacks icon ijcnn19attacks

Adversarial Attacks on Deep Neural Networks for Time Series Classification

local-citation-recommendation icon local-citation-recommendation

Code for ECIR 2022 paper Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking

lstm-fcn icon lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

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