Rezaul Karim, Ph.D.'s repositories
Extraction-of-Adverse-Drug-Reaction-from-Unstructured-Data-using-Bidirectional-LSTM-Network
For this problem, we proposed the use of bidirectional-LSTM’s(Long Short Term Memory) with 1-D CNN layer to classify patient notes at character level and at word level. The 1-D CNN is employed to scale back the training time. In order to improve the performance, we will also feed the network combined word embedding consisting of Pre-trained word2vec 100 dimension word embedding trained on the Twitter ADR Dataset database and character embedding generated by a Char-CNN for Named Entity Recognition
LA-DNN-for-COVID-19-diagnosis
Online COVID-19 diagnosis with chest CT images: Lesion-attention deep neural networks
Multimodal-Meme-Classification-Identifying-Offensive-Content-in-Image-and-Text
Multimodal Meme Classification: Identifying Offensive Content in Image and Text
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
adversarial-training-survey
Papers, sites and slides for Adversarial Training
art-images
Art Image Classification
awesome-kgqa
A collection of some materials of knowledge graph question answering
BanglaTranslator
Bangla Machine Translator
clothing-dataset-small
Clothing dataset, 10 classes
Clustering_wikipedia_articles
Clustering wikipedia articles
COVID19-Literature-Clustering
An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals to find relevant research articles, and respond to rapidly spreading COVID-19 promptly.
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
explainx
Explainable AI Framework for Data Scientists to Explain any Black-Box Model Behaviour to Business Stakeholders.
explanation-ontology
Explanation Ontology Resource website
karateclub
A general purpose community detection and network embedding library for research built on NetworkX.
melanoma-classification
:3rd_place_medal: (Bronze medal - 241st place - Top 8%) Repository for the "SIIM-ISIC Melanoma Classification" Kaggle competition.
neural-backed-decision-trees
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
Privacy-Preserving-Machine-Learning
Privacy Preserving Machine Learning
Pycaret_Streamlit_Insurance
Insurance price prediction (US) based on the model trained using pycaret regression analysis. This github repository is used to deploy this app in the Heroku through Streamlit framework.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.