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JoyWang's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! 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, ... 🧠

bm25 icon bm25

A Python implementation of the BM25 ranking function.

data icon data

Collection of data sources that can be used to provide context to security events

decanlp icon decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

ernie icon ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

ganbert-pytorch icon ganbert-pytorch

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

ifn619 icon ifn619

IFN619 - Data Analytics for Strategic Decision Makers

misp-galaxy icon misp-galaxy

Clusters and elements to attach to MISP events or attributes (like threat actors)

mt-dnn icon mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_topicmodeling icon nlp_topicmodeling

This is an implementation of LDA topic modeling for ABC newstitles as one of my project in QUT IFN619

projects icon projects

🪐 End-to-end NLP workflows from prototype to production

pt-dec icon pt-dec

PyTorch implementation of DEC (Deep Embedding Clustering)

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