SNUDerek
From teaching people language to teaching machines language. work account: @atlasderek
Atlas LabsSeoul, South Korea
Pinned Repositories
autoencoder_study
research notes and basic experiments with autoencoder architectures
kerasdemo-seq2seq-attention
a simple attention seq2seq model in keras
lm_perplexity_bootstrapping
demo of domain corpus bootstrapping using language model perplexity
LSTMTG
Generate Magic the Gathering (MtG) cards with a character-based LSTM language model, now with weight tying
MLPy
an education-oriented machine learning library written in python + numpy
multiLSTM
keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
NER_bLSTM-CRF
LSTM-CRF for NER with ConLL-2002 dataset
node-chatapp-socketio-express
basic example of realtime chat application with websockets
node-rest-api-mongo-express
(self-study code) template/demo REST API with node, express and mongodb
toyTransformers
personal repo for implementing basic transformer models
SNUDerek's Repositories
SNUDerek/multiLSTM
keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
SNUDerek/NER_bLSTM-CRF
LSTM-CRF for NER with ConLL-2002 dataset
SNUDerek/LSTMTG
Generate Magic the Gathering (MtG) cards with a character-based LSTM language model, now with weight tying
SNUDerek/kerasdemo-seq2seq-attention
a simple attention seq2seq model in keras
SNUDerek/lm_perplexity_bootstrapping
demo of domain corpus bootstrapping using language model perplexity
SNUDerek/toyTransformers
personal repo for implementing basic transformer models
SNUDerek/autoencoder_study
research notes and basic experiments with autoencoder architectures
SNUDerek/chosun-embeddings
pretrained sentencepiece tokenizer and word2vec embeddings
SNUDerek/dataset-list
lists of text corpus and more
SNUDerek/huggingface-export-tests
test to export huggingface models to onnx, tensorRT
SNUDerek/kerasdemo_image_similarity
using pretrained image networks for image similarity testing
SNUDerek/MLPy
an education-oriented machine learning library written in python + numpy
SNUDerek/MLsnippets
various projects from my ML study group
SNUDerek/RecurrentTextClassification
basic text classification with RNNs & CNNs
SNUDerek/RLChat
reinforcement learning test for chatbots
SNUDerek/node-chatapp-socketio-express
basic example of realtime chat application with websockets
SNUDerek/node-rest-api-mongo-express
(self-study code) template/demo REST API with node, express and mongodb
SNUDerek/arraytest
test arrays
SNUDerek/dc_tts
Python 3.6 compatible fork of Kyubong's TensorFlow Implementation of DC-TTS
SNUDerek/distributed_ranking
testing methods for distributed (crowdsourced) ranking and sorting
SNUDerek/embedding_tests
comparing different sentence embedding strategies
SNUDerek/keras-utilities
Utilities for Keras - Deep Learning library
SNUDerek/keras_extras
custom scripts for adding functionality to keras
SNUDerek/kerasdemo-GAN
[WIP] GAN experiments
SNUDerek/kor2eng
[WIP] toy seq2seq for korean romanization
SNUDerek/language_detection
just playing around with language detection
SNUDerek/MLTools
module for custom functions used in keras and ML projects
SNUDerek/sklearn4R
test for training and loading sklearn models in R
SNUDerek/snuderek.github.com
for SNUderek.github.com
SNUDerek/vq-vae
A Tensorflow Implementation of VQ-VAE Speaker Conversion