SNUDerek/MLsnippets

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Created over 7 years ago
Updated about 7 years ago

SNUDerek/MLsnippets

SNUDerek

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various projects from my ML study group

multiLSTM

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

Jupyter Notebook

NER_bLSTM-CRF

LSTM-CRF for NER with ConLL-2002 dataset

Jupyter Notebook

LSTMTG

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

Jupyter Notebook

kerasdemo-seq2seq-attention

a simple attention seq2seq model in keras

Jupyter Notebook

toyTransformers

personal repo for implementing basic transformer models

lm_perplexity_bootstrapping

demo of domain corpus bootstrapping using language model perplexity

Jupyter Notebook

huggingface-export-tests

test to export huggingface models to onnx, tensorRT

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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

Jupyter Notebook

MLPy

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

Jupyter Notebook