├── .gitignore ├── Icon ├── LICENSE ├── README.md ├── dla ├── cv │ └── inceptionv3_trans.ipynb ├── materials │ └── Tokenization_NLP.pdf ├── mlps_hml.ipynb └── nlp │ ├── data │ ├── meta.tsv │ └── vecs.tsv │ ├── img │ └── 2022-03-09-02-22-37.png │ └── sentiment_classification.ipynb ├── mla ├── gd │ ├── momentum.ipynb │ ├── multivariate_f.ipynb │ ├── nag.ipynb │ └── univariate_f.ipynb ├── image │ ├── 2022-01-06-14-14-35.png │ ├── 2022-01-06-14-14-50.png │ ├── 2022-01-06-16-36-47.png │ ├── 2022-01-06-16-41-41.png │ ├── 2022-01-06-16-42-10.png │ ├── 2022-01-11-03-20-11.png │ ├── 2022-01-11-03-38-09.png │ ├── 2022-01-11-03-39-28.png │ └── 59561356_1019528674908819_4737101653335867392_n.jpg ├── kmeans.ipynb ├── knn.ipynb ├── regression.ipynb └── scratch │ ├── kmeans.ipynb │ └── ridge.ipynb ├── mlp ├── clean_data │ ├── cat.ipynb │ ├── missing.ipynb │ └── outliers.ipynb ├── eda │ ├── data │ │ ├── 2021-12-30-18-05-49.png │ │ ├── Cali_Housing.csv │ │ ├── Titanic_test.csv │ │ └── Titanic_train.csv │ ├── eda_california.ipynb │ ├── eda_titanic.ipynb │ ├── motivation.md │ ├── pd_profiling.ipynb │ └── report │ │ └── Report_Titanic_train.html ├── mlm │ ├── colab.pdf │ ├── github.pdf │ ├── matplotlib.ipynb │ ├── numpy.ipynb │ ├── pandas.ipynb │ └── seaborn.ipynb └── pipeline │ ├── bonston_housing.ipynb │ ├── customer_churn.ipynb │ ├── data │ ├── 2021-12-29-10-01-13.png │ └── Customer_Churn.csv │ ├── hmeq.ipynb │ ├── pipeline.ipynb │ └── siabetes.ipynb └── papers ├── 1801.07883.pdf ├── Distributed Representations of Words and Phrases and their Compositionality.pdf ├── LSTM .pdf ├── Transformer.pdf └── Word2Vec.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tuanlda78202/mle/HEAD/.gitignore -------------------------------------------------------------------------------- /Icon : -------------------------------------------------------------------------------- 1 | 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