Discover janmejaybhoi/Transfer_Learning_NLP

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Created about 4 years ago
Updated over 3 years ago

janmejaybhoi

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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.

NLU_Word_Embedding

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

Jupyter Notebook

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).

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Bank-Note-Authentication-Flask-and-Docker

Python

Cotton_Disease_Prediction

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Sentiment_Analysis_Transformers

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genre_classification

End to End Machine Learning workflow with MLflow.

Python

BERT_Text_Classification_TensorFlow

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

Jupyter Notebook

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

Python

Mask-or-No-Mask

Jupyter Notebook

D3v

Python

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

janmejaybhoi/Transfer_Learning_NLP_TensorFlow-HUB

janmejaybhoi

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