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Shikhar Ghimire's Projects

aiindiandiabetes icon aiindiandiabetes

Using Randomforest,KNN,XGBoost and Artificial Neural Network to analyse the Indian Diabetic Data Precision was measured using confusion matrix and accuracy score ACCURACIES RandomForest-80% Artificial Neural Network- 78%% XGBboost-79%

applied-ml icon applied-ml

πŸ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

breastcancerrandomforest icon breastcancerrandomforest

Detecting and classifying breast cancer in patients using random forest regression(Visualisation included)

colorization icon colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

deepdermatologist- icon deepdermatologist-

Using transfer learning and the architecture of Densenet 201 model, deep learning algorithms classification of different skin lesions including skin cancer

flowerneuralnetwork icon flowerneuralnetwork

Created my first IOS app that uses custom Convolutional Neural Network and custom dataset

malariadetection icon malariadetection

Detecting different types of blood cells including those infected from Malaria with Tensorflow API

moviereviewscnn icon moviereviewscnn

Classifying IMDB movie reviews using Convolutional Neural Networks and word2vec

nepaltourismdata icon nepaltourismdata

Web-scraped and collected all the tourist data of Nepal up to year 2019

nlp_beginners icon nlp_beginners

Sentiment Analysis using ngrams and TFIDF vectorizer. Fake or True news?

nlpjourney icon nlpjourney

NLP repo with my articles,code and reading material that I have gathered.

osic-pulmonary-fibrosis icon osic-pulmonary-fibrosis

Predicting patient’s severity of decline in lung function based on a CT scan of their lungs. [[EDA]] and [[Data Visualisation]]

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

paytheloan icon paytheloan

Predicting whether the bank customer will pay his/her loan or not using decision tree and random forest classification

scrapethegum icon scrapethegum

Web-scraping used 5 seater cars from 'www.gumtree.co.uk' using BeautifulSoup and python

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