janmejaybhoi/NLU_Word_Embedding

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janmejaybhoi/NLU_Word_Embedding

janmejaybhoi

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Word Embedding visualization with T-SNE (t-distributed stochastic neighbor embedding) for BERT, ALBERT, ELMO, ELECTRA, XLNET, GLOVE.

Sequential-Sentence-Classification-in-Medical-Abstracts

Implemented a Research paper "PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. Use Hybrid Embedding (char + token + positional).

Jupyter Notebook

Transfer_Learning_NLP_TensorFlow-HUB

A performance comparison of sentiment analysis between pre-trained NLP models and visualization them in TensorBoard . Fine tuning some model to for more accurate prediction.

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Bank-Note-Authentication-Flask-and-Docker

Cotton_Disease_Prediction

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Sentiment_Analysis_Transformers

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WE

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genre_classification

End to End Machine Learning workflow with MLflow.

BERT_Text_Classification_TensorFlow

Use uncased BERT with fine tuning for text classification in Quora Insincere Dataset.

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ML-Pipeline-for-Short-term-Rental-Prices-in-NYC

Mask-or-No-Mask

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w

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D3v

Neural_Machine_Translation_LSTM_Attention_Eng-to-Bengali

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Time-Series-Analysis

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GradCam_Visualization

Grad-CAM is a form of post-hoc attention, meaning that it is a method for producing heatmaps that is applied to an already-trained neural network after training is complete and the parameters are fixed.

Jupyter Notebook