• Stars
    star
    1
  • Language
    Python
  • Created over 3 years ago
  • Updated over 3 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

This repo implements Text classification using LSTM Deep learning algorithm (sequence models) and pre-trained Word2Vec models

More Repositories

1

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)
Python
27
star
2

Doc2Vec-similarity

Calculating the similarity between 2 documents using Doc2Vec.
Python
2
star
3

semantic_similarity_using_LSI

Finding semantic similarity to the query using Latent Semantic Indexing (LSI)
Python
2
star
4

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.
Python
2
star
5

FAQ_Bot_using_BERT

This repo provides Ready to use python code to build your own Context based FAQ bot using BERT.
Python
2
star
6

NLP-codes

Basics of NLP, text processing, text classification, topic modeling, Semantic similarity, feature creating, TF-IDF, Bag-of-Words,
Python
2
star
7

reflections

Udacity course : How to use Git and GitHub
1
star
8

spell_corrector

This repo implements various spell correction approaches using python
Python
1
star
9

Invoice_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.
1
star
10

Chatbot_using_RASA_2.x

Python
1
star
11

Email_sentence_prediction

LSTM model which predicts / suggests the next sentence while writing an email.
Python
1
star
12

multilabel_text_classification

This repo consist of multiple ways to solve multilabel text classification using python, NLP and some advanced embedding techniques.
Python
1
star
13

Finetuning_BERT_Sentiment_Analysis

This repo implements the sentiment analysis on IMDB dataset using pre-trained BERT model from tensorflow hub
Python
1
star
14

semantic_similarity_using_WMD

finding semantic similarity to the query using Word Movers Distance (WMD)
Python
1
star
15

Named_Entity_Recognition

Extracting entities like person, location, organization, money, dates using spacy and stanford coreNLP models
Python
1
star
16

Train_Word2Vec

Python
1
star
17

FAQ_Bot

This repo implements the ready to use python code to create your own FAQ bot.
Python
1
star
18

text_data_augmentation

This repository implements various Data Augmentation techniques in NLP.
Python
1
star
19

Text_classification_using_ELMO

Text classification using fully connected Neural network and ELMO Embeddings
Python
1
star
20

Twitter_sentiment_analysis

Analytics Vidya Competition - Twitter Sentiment Analysis using CNN with Word2Vec
Python
1
star
21

Topic_Modeling_using_LDA

Topic Modeling using Latent Dirichilet Allocation (LDA)
Python
1
star
22

NLP_with_Tensorflow_2.14

This repo contains all the work I have done while taking the course from Coursera "NLP with Tensorflow".
Python
1
star
23

Twitter_sentiment_analysis-Analytics_Vidya

Twitter sentiment analysis competition - Analytics Vidya
Python
1
star
24

Remove_html_from_text

The purpose of this project is to clean the html from the text. Or extract the meaningful text from the html
Python
1
star
25

amazon_reviews_sentiment_analysis

sentiment analysis on the amazon cells reviews
Python
1
star
26

pdf_operations_using_python

This repo implements various python techniques to detect and read digital / scanned pdf files and to extract text from them.
Python
1
star
27

Enron-fraud-prediction-using-Machine-learning

Enron fraud detection using ML algorithms - final project of "Intro to ML" UDACITY course (10 weeks))
DIGITAL Command Language
1
star
28

text_analysis_of_mental_health

Jupyter Notebook
1
star
29

coursera_deeplearning

Coursera Deep Learning Specialization
Jupyter Notebook
1
star
30

Generative_AI_with_LLM

Generative AI with LLM Coursera course material
Jupyter Notebook
1
star
31

Chatbot-using-Mistral-7B-Instruct

This repo implements the multimodal chatbot using State of the art open source LLM model "Mistral 7B instruct-v0.1"
Jupyter Notebook
1
star