NLP_ML_Models

Name		Name	Last commit message	Last commit date
Latest commit History 34 Commits
BERTUnderstanding_And_Trainng_plus_FineTuning_of_SentenceTransformer.ipynb		BERTUnderstanding_And_Trainng_plus_FineTuning_of_SentenceTransformer.ipynb
BERT_Classification_Custom_Data_Transfer_Learning.ipynb		BERT_Classification_Custom_Data_Transfer_Learning.ipynb
DeepNeuralNetwork_PyTorch.ipynb		DeepNeuralNetwork_PyTorch.ipynb
DeepNeuralNetwork_PyTorch_v2_08052024.ipynb		DeepNeuralNetwork_PyTorch_v2_08052024.ipynb
End-to-End NLP TFIDF LinkedIn Practise.ipynb		End-to-End NLP TFIDF LinkedIn Practise.ipynb
End-to-End NLP doc2vec LinkedIn Practise.ipynb		End-to-End NLP doc2vec LinkedIn Practise.ipynb
End-to-End NLP word2vec LinkedIn Practise.ipynb		End-to-End NLP word2vec LinkedIn Practise.ipynb
GPT2_Text_Generation.ipynb		GPT2_Text_Generation.ipynb
LSTM_Neural_Machine_Translation_Encoder_Decoder.ipynb		LSTM_Neural_Machine_Translation_Encoder_Decoder.ipynb
LSTM_forClassification_usingPyTorch_16052024.ipynb		LSTM_forClassification_usingPyTorch_16052024.ipynb
LSTMclassifier_SMS_Spam.ipynb		LSTMclassifier_SMS_Spam.ipynb
NLP_Classification_Huggingface_BERT_TransferLearningWith_1_Last_Extra_Layer_PyTorch_and.ipynb		NLP_Classification_Huggingface_BERT_TransferLearningWith_1_Last_Extra_Layer_PyTorch_and.ipynb
NLP_TextClassification_UsingPretrainedEmbeddingFromGlove_and_singleLayerNN_in_PyTorch.ipynb		NLP_TextClassification_UsingPretrainedEmbeddingFromGlove_and_singleLayerNN_in_PyTorch.ipynb
PyTorch Tutorial.ipynb		PyTorch Tutorial.ipynb
README.md		README.md
SCC_LDA_TopicModeling_v0.ipynb		SCC_LDA_TopicModeling_v0.ipynb
Transformers_from_Scratch.ipynb		Transformers_from_Scratch.ipynb

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NLP_ML_Models

TF-IDF; Word Embeddings(word2vec, Glove, doc2vec); transformers (BERT, RoBERTa, etc.), etc.

NLP Libraries used: Tensorflow, PyTorch, transformers by huggingface, gensim, spacy, etc.

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