snuderek Goto Github PK
Name: Derek
Type: User
Company: Atlas Labs
Bio: From teaching people language to teaching machines language. work account: @atlasderek
Location: Seoul, South Korea
Derek's Projects
arraytest
test arrays
autoencoder_study
research notes and basic experiments with autoencoder architectures
chosun-embeddings
pretrained sentencepiece tokenizer and word2vec embeddings
crf
Simple implementation of Conditional Random Fields (CRF) in Python
dataset-list
lists of text corpus and more
dc_tts
Python 3.6 compatible fork of Kyubong's TensorFlow Implementation of DC-TTS
deep_qa
A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)
distributed_ranking
testing methods for distributed (crowdsourced) ranking and sorting
embedding_tests
comparing different sentence embedding strategies
huggingface-export-tests
test to export huggingface models to onnx, tensorRT
iob2corpus
Japanese IOB2 tagged corpus for Named Entity Recognition.
keras-utilities
Utilities for Keras - Deep Learning library
keras_extras
custom scripts for adding functionality to keras
kerasdemo-gan
[WIP] GAN experiments
kerasdemo-seq2seq-attention
a simple attention seq2seq model in keras
kerasdemo_image_similarity
using pretrained image networks for image similarity testing
kerasgan
A couple of simple GANs in Keras
kor2eng
[WIP] toy seq2seq for korean romanization
language_detection
just playing around with language detection
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
mlsnippets
various projects from my ML study group
mltools
module for custom functions used in keras and ML projects
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
recurrenttextclassification
basic text classification with RNNs & CNNs
rlchat
reinforcement learning test for chatbots
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