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Document-Forgery-Detection
Document-Forgery-DetectionSpeech-to-Text
Flask application that takes speech as input and returns text as outputAdverAttack-on-Text
Adversarial Attack on Text data using Nlpaug libraryCOVID19-World-Analysis
Data-augmentation-for-text
Sentiment Analysis and Data AugmentationCovid19_Analysis
Data-Cleaning
Basic data cleaning tasks required to be done on scrapped or raw datasetPYTHON-DATA-MINING
minor project dataTopicModeling_gensim
Topic modeling of a headline dataset using Gensim. LDA is used to evaluate performance.Frequency-Distribution
Frequency distribution of words in a text file using Counter and YellowBrick using PythonSentence_Similarity
Uniqueness & Analysis of Sentence(Log Loss is used for performance evaluation)FineTune-Phi-2-LLM-using-PEFT-QLora
Fine-tuning Large Language Models (LLMs) is a crucial step in adapting these powerful models to specific tasks or domains. In this seminar code tutorial, we will explore how to perform fine-tuning using QLoRA (Quantized LoRA), a memory-efficient iteration of LoRA (Low-Rank Adaptation), for parameter-efficient fine-tuning.Remove-floats-from-String
Removing floats from string of a text fileshivitg.github.io
Personal Website : shivitg.github.ioScraping_Website
Terminology_Extraction
Terminology Extraction NLPMysql_Python
Creating Database and storing information in MySql using PythonSignature_Detection_Analysis
Authentication of handwritten signatures using digital image processing and neural networks.Multi-text-classification
Multi-Class Text Classification (Model Comparision & Selection)NLP-through-NLTK
Graphing Live Twitter Sentiment Analysis with NLTK.Movie-Genre-Classification
A natural language processing based approach to classify movies into classes of genres based on their wikipedia text.SEMANTIC-ANALYSIS
tweets semantic analysis using Bow and TF-IDF Feature extraction model; For prediction Logistic Regression is usedPredict_News
ScantaXPPLM
Web Demo for Personality Engine using Uber AI | PPLMAirBnb-NYC-Listing
New York City Airbnb Open Data | Peforming Data Wrangling, Analysis, Visualization, Regression, Classification, Hypothesis-TestingParaphrasing
Paraphrasing using Google TransWEB-CRAWLER
Web Scrapping of a news website and performing EDA on itLove Open Source and this site? Check out how you can help us