mayur7garg/TopicModellingAndKeywordExtraction

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mayur7garg/TopicModellingAndKeywordExtraction

mayur7garg

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Topic modelling and Keyword extraction using unsupervised methods such as LDA, NMF and YAKE

PlantLeafDiseaseDetection

Deep learning using CNN in tensorflow on Kaggle image dataset containing 87,900 different healthy and unhealthy crop leaves spanning 38 unique classes.

Jupyter Notebook

TheCowBullGame

A word guessing game created using Python's FastAPI framework and deployed on Heroku using Docker containers.

PetImageClassification

Image classification using Convolutional Neural Network (CNN) in tensorflow.keras for Oxford IIIT Pet Image dataset containing 7,390 images of pets spanning across 37 different classes.

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TextGenerationExamples

Code examples of text generation using various Deep learning methods in a developmental container.

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MalariaCellImageClassification

Binary Classification of images of cells which are either uninfected or parasitized by malaria.

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ExpenseManager

Personalized expense manager with machine learning for classification and forecasting

StrokePrediction

Jupyter Notebook

DisasterTweetClassification

Implementation of Random Forest model for classifying tweets related to a disaster for a Kaggle competition.

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FeistelCipher

Naive implementation of Feistel Cipher using Python

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KaggleCelebFaces

Convolutional networks on the Kaggle's CelebFaces Attributes dataset for bounding box regression, facial attributes regression and creating GANs.

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SourceCodeClassification

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SudokuAI

Solving Sudoku via CNNs

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