Swapnil Gaikwad (@swapnilg915)
github

swapnilg915

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  • Stars
    star
    68
  • Global Rank 274,652 (Top 10 %)
  • Followers 6
  • Following 4
  • Registered about 9 years ago
  • Most used languages
    Python
         83.3 %
    Jupyter Notebook
         13.3 %
    DIGITAL Command Language     3.3 %
  • Location 🇦🇪 United Arab Emirates
  • Country Total Rank 1,260
  • Country Ranking
    DIGITAL Command Language     1
    Python
         88
    Jupyter Notebook
         157

Top 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

Text_Classification_using_LSTM_Word2Vec

This repo implements Text classification using LSTM Deep learning algorithm (sequence models) and pre-trained Word2Vec models
Python
1
star
30

coursera_deeplearning

Coursera Deep Learning Specialization
Jupyter Notebook
1
star
31

Generative_AI_with_LLM

Generative AI with LLM Coursera course material
Jupyter Notebook
1
star
32

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