├── .gitignore ├── Chap_1_NLP_tokenization_unicode.ipynb ├── Chap_2_NLP_tokenization.ipynb ├── Chap_3_text_sequence.ipynb ├── Chap_4_1stemming_lemmatizer.ipynb ├── Chap_4_NLP_tokenization_pad_sequences.ipynb ├── Chap_5_oov_token_pad_sequences.ipynb ├── Chap_6_bangla_classification.ipynb ├── Chap_6_bangla_classification_final.ipynb ├── Chap_7_transformer_bangla_nlp_skeleton.ipynb ├── Chap_7_transformers_bert_Bangla.ipynb ├── Chap_7_transformers_bert_Bangla_extended.ipynb ├── LICENSE ├── README.md ├── assets ├── 1.png ├── 10.png ├── 11.png ├── 12.png ├── 13.png ├── 14.png ├── 15.png ├── 16.png ├── 17.png ├── 18.png ├── 19.png ├── 2.png ├── 20.png ├── 21.png ├── 22.png ├── 23.png ├── 24.png ├── 25.png ├── 26.png ├── 27.png ├── 28.png ├── 29.png ├── 3.png ├── 30.png ├── 31.png ├── 32.png ├── 33.png ├── 34.png ├── 35.png ├── 36.png ├── 37.png ├── 4.png ├── 5.png ├── 6.png ├── 7.png ├── 8.png ├── 9.png ├── README.md ├── api.png ├── book1.png ├── colab1.png ├── dr1.png ├── dr2.png ├── dr3.png ├── dr4.png ├── emb1.png ├── emb2.png ├── emb3.png ├── emb4.png ├── emb5.png ├── encode.png ├── fileex.png ├── gpu1.png ├── index2.png ├── index3.png ├── labels.png ├── n1.png ├── n2.png ├── nlp-1.png ├── nlp-2.png ├── nlp-3.png ├── nlp-4.png ├── nlp-5.png ├── no1.png ├── pre.png ├── rnn1.png ├── seq1.png ├── seq2.png ├── t2seq.png ├── tensorboard.png ├── teqt.jpg └── upload.png ├── bangla_classification.ipynb └── transformers_bert_Bangla.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/raqueeb/nlp_bangla/HEAD/.gitignore -------------------------------------------------------------------------------- /Chap_1_NLP_tokenization_unicode.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/raqueeb/nlp_bangla/HEAD/Chap_1_NLP_tokenization_unicode.ipynb -------------------------------------------------------------------------------- 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