Discover @SNUDerek Open Source projects

Derek (@SNUDerek)

SNUDerek

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Global Rank 128,282 (Top 5 %)
Followers 26
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Registered over 7 years ago
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78.6 %

Python
21.4 %
Location 🇰🇷 South Korea
Country Total Rank 1,039
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Jupyter Notebook
77

Python
3,612

multiLSTM

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

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NER_bLSTM-CRF

LSTM-CRF for NER with ConLL-2002 dataset

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LSTMTG

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

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kerasdemo-seq2seq-attention

a simple attention seq2seq model in keras

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toyTransformers

personal repo for implementing basic transformer models

lm_perplexity_bootstrapping

demo of domain corpus bootstrapping using language model perplexity

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huggingface-export-tests

test to export huggingface models to onnx, tensorRT

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MLsnippets

various projects from my ML study group

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chosun-embeddings

pretrained sentencepiece tokenizer and word2vec embeddings

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autoencoder_study

research notes and basic experiments with autoencoder architectures

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RecurrentTextClassification

basic text classification with RNNs & CNNs

RLChat

reinforcement learning test for chatbots

kerasdemo_image_similarity

using pretrained image networks for image similarity testing

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MLPy

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

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