├── BERT ├── Amazon Review Sentiment Analysis │ └── amazon_reviews_sentiment_classification.ipynb ├── Fine Tune BERT │ ├── fine_tuning_bert_with_MLM.ipynb │ └── the_fire_flower.txt ├── GooglePlay Sentiment Analysis │ └── googleplay_sentiment_analysis.ipynb ├── IMDB Movies Sentiment Analysis │ └── imdb_movies_sentiment_analysis_using_bert.ipynb ├── Kaggle Toxic comments challenge using Hugging Face Transformers │ └── transformers.ipynb ├── Multi Label Text Classification using BERT PyTorch │ ├── bert_multilabel_pytorch-lightning.ipynb │ ├── bert_multilabel_pytorch_standard.ipynb │ └── train.csv ├── Multi-Class classification TF-BERT │ ├── multi_class.ipynb │ └── train.tsv ├── Sentence Similarity │ └── sentence_similarity_using_BERT.ipynb └── Transformer from scratch │ └── Transformers_using_PyTorch.ipynb ├── GPT └── GPT-2 Text Generation │ └── Text_Generation_GPT_2.ipynb ├── Kaggle_fake_news_classifier ├── fake_news.h5 ├── fake_news_model.py ├── output.png └── recognition.py ├── Multi-Label Text Classification ├── MultiLabel_Text_Classification.ipynb └── README.md ├── NMT using Attention and Transformers ├── Attention │ ├── inference.py │ ├── preprocess_train.py │ └── utils │ │ ├── attention.py │ │ ├── decoder.py │ │ └── encoder.py └── Transformer │ └── transformer.ipynb ├── Named Entity Recognition └── NER.ipynb ├── Neural Machine Translation using seq2seq model ├── nmt_eng2spa.py ├── spa.txt └── training_loss_graph.png ├── PREPROCESSING TECHNIQUES ├── All_text_cleaning_techniques.ipynb ├── SMSSpamCollection ├── Vectorization_techniques.ipynb ├── emo_unicode.py ├── spam_classifier.ipynb └── spam_handling_imbalanced_data.ipynb ├── README.md ├── Sentiment Analysis of Movie Reviews └── sentiment-analysis.ipynb ├── Text Summarization using Transformers ├── README.md └── transformers_text_summarization.ipynb ├── Twitter_Sentiment_Analysis_Using_LSTM_RNN ├── twitter30k.csv └── twitter_sentiment_analysis.ipynb ├── basic RNN example ├── output.png ├── rnn.py └── word_embeddings_example.py ├── basic_spam_classifier ├── SMSSpamCollection └── spam_classifier.py └── youtube channel classifier ├── classifier.py └── youtube_data.csv /BERT/Amazon Review Sentiment Analysis/amazon_reviews_sentiment_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Amazon Review Sentiment Analysis/amazon_reviews_sentiment_classification.ipynb -------------------------------------------------------------------------------- /BERT/Fine Tune BERT/fine_tuning_bert_with_MLM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Fine Tune BERT/fine_tuning_bert_with_MLM.ipynb -------------------------------------------------------------------------------- /BERT/Fine Tune BERT/the_fire_flower.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Fine Tune BERT/the_fire_flower.txt -------------------------------------------------------------------------------- /BERT/GooglePlay Sentiment Analysis/googleplay_sentiment_analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/GooglePlay Sentiment Analysis/googleplay_sentiment_analysis.ipynb -------------------------------------------------------------------------------- /BERT/IMDB Movies Sentiment Analysis/imdb_movies_sentiment_analysis_using_bert.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/IMDB Movies Sentiment Analysis/imdb_movies_sentiment_analysis_using_bert.ipynb -------------------------------------------------------------------------------- /BERT/Kaggle Toxic comments challenge using Hugging Face Transformers/transformers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Kaggle Toxic comments challenge using Hugging Face Transformers/transformers.ipynb -------------------------------------------------------------------------------- /BERT/Multi Label Text Classification using BERT PyTorch/bert_multilabel_pytorch-lightning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Multi Label Text Classification using BERT PyTorch/bert_multilabel_pytorch-lightning.ipynb -------------------------------------------------------------------------------- /BERT/Multi Label Text Classification using BERT PyTorch/bert_multilabel_pytorch_standard.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Multi Label Text Classification using BERT PyTorch/bert_multilabel_pytorch_standard.ipynb -------------------------------------------------------------------------------- /BERT/Multi Label Text Classification using BERT PyTorch/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Multi Label Text Classification using BERT PyTorch/train.csv -------------------------------------------------------------------------------- /BERT/Multi-Class classification TF-BERT/multi_class.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Multi-Class classification TF-BERT/multi_class.ipynb -------------------------------------------------------------------------------- /BERT/Multi-Class classification TF-BERT/train.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Multi-Class classification TF-BERT/train.tsv -------------------------------------------------------------------------------- /BERT/Sentence Similarity/sentence_similarity_using_BERT.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Sentence Similarity/sentence_similarity_using_BERT.ipynb -------------------------------------------------------------------------------- /BERT/Transformer from scratch/Transformers_using_PyTorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/BERT/Transformer from scratch/Transformers_using_PyTorch.ipynb -------------------------------------------------------------------------------- /GPT/GPT-2 Text Generation/Text_Generation_GPT_2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/GPT/GPT-2 Text Generation/Text_Generation_GPT_2.ipynb -------------------------------------------------------------------------------- /Kaggle_fake_news_classifier/fake_news.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Kaggle_fake_news_classifier/fake_news.h5 -------------------------------------------------------------------------------- /Kaggle_fake_news_classifier/fake_news_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Kaggle_fake_news_classifier/fake_news_model.py -------------------------------------------------------------------------------- /Kaggle_fake_news_classifier/output.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Kaggle_fake_news_classifier/output.png -------------------------------------------------------------------------------- /Kaggle_fake_news_classifier/recognition.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Kaggle_fake_news_classifier/recognition.py -------------------------------------------------------------------------------- /Multi-Label Text Classification/MultiLabel_Text_Classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Multi-Label Text Classification/MultiLabel_Text_Classification.ipynb -------------------------------------------------------------------------------- /Multi-Label Text Classification/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Multi-Label Text Classification/README.md -------------------------------------------------------------------------------- /NMT using Attention and Transformers/Attention/inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/NMT using Attention and Transformers/Attention/inference.py -------------------------------------------------------------------------------- /NMT using Attention and Transformers/Attention/preprocess_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/NMT using Attention and Transformers/Attention/preprocess_train.py -------------------------------------------------------------------------------- /NMT using Attention and Transformers/Attention/utils/attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/NMT using Attention and Transformers/Attention/utils/attention.py -------------------------------------------------------------------------------- /NMT using Attention and Transformers/Attention/utils/decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/NMT using Attention and Transformers/Attention/utils/decoder.py -------------------------------------------------------------------------------- /NMT using Attention and Transformers/Attention/utils/encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/NMT using Attention and Transformers/Attention/utils/encoder.py -------------------------------------------------------------------------------- /NMT using Attention and Transformers/Transformer/transformer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/NMT using Attention and Transformers/Transformer/transformer.ipynb -------------------------------------------------------------------------------- /Named Entity Recognition/NER.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Named Entity Recognition/NER.ipynb -------------------------------------------------------------------------------- /Neural Machine Translation using seq2seq model/nmt_eng2spa.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Neural Machine Translation using seq2seq model/nmt_eng2spa.py -------------------------------------------------------------------------------- /Neural Machine Translation using seq2seq model/spa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Neural Machine Translation using seq2seq model/spa.txt -------------------------------------------------------------------------------- /Neural Machine Translation using seq2seq model/training_loss_graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Neural Machine Translation using seq2seq model/training_loss_graph.png -------------------------------------------------------------------------------- /PREPROCESSING TECHNIQUES/All_text_cleaning_techniques.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/PREPROCESSING TECHNIQUES/All_text_cleaning_techniques.ipynb -------------------------------------------------------------------------------- /PREPROCESSING TECHNIQUES/SMSSpamCollection: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/PREPROCESSING TECHNIQUES/SMSSpamCollection -------------------------------------------------------------------------------- /PREPROCESSING TECHNIQUES/Vectorization_techniques.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/PREPROCESSING TECHNIQUES/Vectorization_techniques.ipynb -------------------------------------------------------------------------------- /PREPROCESSING TECHNIQUES/emo_unicode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/PREPROCESSING TECHNIQUES/emo_unicode.py -------------------------------------------------------------------------------- /PREPROCESSING TECHNIQUES/spam_classifier.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/PREPROCESSING TECHNIQUES/spam_classifier.ipynb -------------------------------------------------------------------------------- /PREPROCESSING TECHNIQUES/spam_handling_imbalanced_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/PREPROCESSING TECHNIQUES/spam_handling_imbalanced_data.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/README.md -------------------------------------------------------------------------------- /Sentiment Analysis of Movie Reviews/sentiment-analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Sentiment Analysis of Movie Reviews/sentiment-analysis.ipynb -------------------------------------------------------------------------------- /Text Summarization using Transformers/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Text Summarization using Transformers/README.md -------------------------------------------------------------------------------- /Text Summarization using Transformers/transformers_text_summarization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Text Summarization using Transformers/transformers_text_summarization.ipynb -------------------------------------------------------------------------------- /Twitter_Sentiment_Analysis_Using_LSTM_RNN/twitter30k.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Twitter_Sentiment_Analysis_Using_LSTM_RNN/twitter30k.csv -------------------------------------------------------------------------------- /Twitter_Sentiment_Analysis_Using_LSTM_RNN/twitter_sentiment_analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/Twitter_Sentiment_Analysis_Using_LSTM_RNN/twitter_sentiment_analysis.ipynb -------------------------------------------------------------------------------- /basic RNN example/output.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/basic RNN example/output.png -------------------------------------------------------------------------------- /basic RNN example/rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/basic RNN example/rnn.py -------------------------------------------------------------------------------- /basic RNN example/word_embeddings_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/basic RNN example/word_embeddings_example.py -------------------------------------------------------------------------------- /basic_spam_classifier/SMSSpamCollection: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/basic_spam_classifier/SMSSpamCollection -------------------------------------------------------------------------------- /basic_spam_classifier/spam_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/basic_spam_classifier/spam_classifier.py -------------------------------------------------------------------------------- /youtube channel classifier/classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/youtube channel classifier/classifier.py -------------------------------------------------------------------------------- /youtube channel classifier/youtube_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theartificialguy/NLP-with-Deep-Learning/HEAD/youtube channel classifier/youtube_data.csv --------------------------------------------------------------------------------