Joonghoon Choiin생각기록장Word Embedding & Sequence Modeling2021. 04. 25 — Word2Vec, RNN, LSTM, GRUApr 25, 2021Apr 25, 2021
Joonghoon Choiin생각기록장Vectorization2021. 04. 24 — Bag of Words, CountVectorizer, TfidfVectorizer, LSAApr 24, 2021Apr 24, 2021
Joonghoon Choiin생각기록장Text Preprocessing in NLP2021. 04. 24 — Tokenization, Stopwords, Stemming, LemmatizationApr 24, 2021Apr 24, 2021
Joonghoon Choiin생각기록장Seq2Seq with Attention2021. 04. 15. — Attention Mechanism, TransformerApr 15, 2021Apr 15, 2021
Joonghoon Choiin생각기록장[210408] 공부기록2021. 04. 08 — Hyperparameter Tuning(GridSearchCV, RandomSearchCV, Bayesian), Hyperparameter Options, Keras Tuner, WandbApr 11, 2021Apr 11, 2021
Joonghoon Choiin생각기록장[210407] 공부기록2021. 04. 07 — Regularization ; Early Stopping, Weight Decay(L1, L2), Weight Constraint, Dropout, Learning Rate Decay, Learning Rate…Apr 11, 2021Apr 11, 2021
Joonghoon Choiin생각기록장[210406] 공부기록2021. 04. 06 — 역전파(Back-propagation algorithm), 경사하강법(Gradient Descent)Apr 9, 2021Apr 9, 2021