just playing around with language detection

test arrays

basic example of realtime chat application with websockets

(self-study code) template/demo REST API with node, express and mongodb

test to export huggingface models to onnx, tensorRT

personal repo for implementing basic transformer models

for SNUderek.github.com

research notes and basic experiments with autoencoder architectures

using pretrained image networks for image similarity testing

an education-oriented machine learning library written in python + numpy

[WIP] GAN experiments

Generate Magic the Gathering (MtG) cards with a character-based LSTM language model, now with weight tying

a simple attention seq2seq model in keras

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

testing methods for distributed (crowdsourced) ranking and sorting

LSTM-CRF for NER with ConLL-2002 dataset

module for custom functions used in keras and ML projects

custom scripts for adding functionality to keras

pretrained sentencepiece tokenizer and word2vec embeddings

demo of domain corpus bootstrapping using language model perplexity

comparing different sentence embedding strategies

[WIP] toy seq2seq for korean romanization

test for training and loading sklearn models in R

various projects from my ML study group

reinforcement learning test for chatbots

basic text classification with RNNs & CNNs