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cosine_similarity_using_embeddings
Code to find the distance/similarity between the 2 documents using several embeddings - 1. TF-IDF, 2. word2vec, 3. ELMO, 4. Universal Sentence Encoder, 5. Flair embeddings, 6. Spacy embeddings, 7. WMD (Word Movers Distance)Doc2Vec-similarity
Calculating the similarity between 2 documents using Doc2Vec.semantic_similarity_using_LSI
Finding semantic similarity to the query using Latent Semantic Indexing (LSI)Text_Clustering_using_Advanced_NLP_Embeddings
This repo contains ready to use code for clustering the text documents using TF-IDF, Word2Vec, BERT / XLNET embeddings.FAQ_Bot_using_BERT
This repo provides Ready to use python code to build your own Context based FAQ bot using BERT.NLP-codes
Basics of NLP, text processing, text classification, topic modeling, Semantic similarity, feature creating, TF-IDF, Bag-of-Words,reflections
Udacity course : How to use Git and GitHubspell_corrector
This repo implements various spell correction approaches using pythonInvoice_processing_using_Tensorflow_object_detection_models
This repo implements the ready to use code to extract key information from the Invoices using Advanced Deep Learning models.Chatbot_using_RASA_2.x
Email_sentence_prediction
LSTM model which predicts / suggests the next sentence while writing an email.multilabel_text_classification
This repo consist of multiple ways to solve multilabel text classification using python, NLP and some advanced embedding techniques.Finetuning_BERT_Sentiment_Analysis
This repo implements the sentiment analysis on IMDB dataset using pre-trained BERT model from tensorflow hubsemantic_similarity_using_WMD
finding semantic similarity to the query using Word Movers Distance (WMD)Named_Entity_Recognition
Extracting entities like person, location, organization, money, dates using spacy and stanford coreNLP modelsTrain_Word2Vec
text_data_augmentation
This repository implements various Data Augmentation techniques in NLP.Text_classification_using_ELMO
Text classification using fully connected Neural network and ELMO EmbeddingsTwitter_sentiment_analysis
Analytics Vidya Competition - Twitter Sentiment Analysis using CNN with Word2VecTopic_Modeling_using_LDA
Topic Modeling using Latent Dirichilet Allocation (LDA)NLP_with_Tensorflow_2.14
This repo contains all the work I have done while taking the course from Coursera "NLP with Tensorflow".Twitter_sentiment_analysis-Analytics_Vidya
Twitter sentiment analysis competition - Analytics VidyaRemove_html_from_text
The purpose of this project is to clean the html from the text. Or extract the meaningful text from the htmlamazon_reviews_sentiment_analysis
sentiment analysis on the amazon cells reviewspdf_operations_using_python
This repo implements various python techniques to detect and read digital / scanned pdf files and to extract text from them.Enron-fraud-prediction-using-Machine-learning
Enron fraud detection using ML algorithms - final project of "Intro to ML" UDACITY course (10 weeks))text_analysis_of_mental_health
Text_Classification_using_LSTM_Word2Vec
This repo implements Text classification using LSTM Deep learning algorithm (sequence models) and pre-trained Word2Vec modelscoursera_deeplearning
Coursera Deep Learning SpecializationGenerative_AI_with_LLM
Generative AI with LLM Coursera course materialChatbot-using-Mistral-7B-Instruct
This repo implements the multimodal chatbot using State of the art open source LLM model "Mistral 7B instruct-v0.1"Love Open Source and this site? Check out how you can help us