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bert

TensorFlow code and pre-trained models for BERT

codesc

A large dataset of 4.2m Java source code and parallel data of their description from code search, and code summarization studies.

contracode

Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning

deep-learning-with-projects

deeplearningproject

dialogue-based-anti-fraud

Code and data for EMNLP-IJCNLP 2019 paper "Are You for Real? Detecting Identity Fraud via Dialogue Interactions"

docker-r-masked-ngrams

Docker image for the paper: Selvi, J., Rodríguez, R. J., & Soria-Olivas, E. (2019). Detection of algorithmically generated malicious domain names using masked N-grams. Expert Systems with Applications, 124, 156-163.

evilurl

Generate unicode evil domains for IDN Homograph Attack and detect them.

fanci

FANCI is a prototype implementation of a machine learning based classification engine for non-existent domains to detect domain gernation algorithm malware traffic.

homoglyph

idn-homograph-attack

Resources for "IDN Homograph Attack" for HSLU FKOM blog post testat

idn-homographs-database

lstm-mi

A LSTM based framework for handling multiclass imbalance in DGA botnet detection

mlw_classification_cnn_assembly

nlp-paper

NLP Paper

privacy

Library for training machine learning models with privacy for training data

pysyft

A library for answering questions using data you cannot see

self-learning

Books Papers, Courses & more I have to learn soon

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

studybook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

tensorflow-ml-nlp-tf2

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT2까지) 실습자료

transformer-bert-sms-spam-detection

Spam SMS Detection Project implemented using NLP & Transformers. DistilBERT - a hugging face Transformer model for text classification is used to fine-tune to best suit data to achieve the best results. Multinomial Naive Bayes achieved an F1 score of 0.94, the model was deployed on the Flask server. Application deployed in Google Cloud Platform

virustotalapi

VirusTotal Full api