Tanveer Khan's Projects
Implementation of Apriori Algorithm in Python for performing Market Basket Analysis
Big Data Hadoop framework project for analysis of superstore sales data to find insights.
CNN model for classification of breast histology images "benign" or "malignant" using keras and TensorFlow as backend. Attained a classification accuracy of 85%.
C5.0 decision tree algorithm implementation in python
CNN model for solving handwritten digit recognition problem on MNIST image dataset using keras and TensorFlow as backend, 99.2% accuracy attained.
Different community detection algorithms implementation in R and Python.
Covid Cases Prediction using Long short term memory (LSTM)
Data Visualization in Python
Sentiment Analysis APP.
Diamond price predictor app
Dtreehub is a lightweight decision tree framework for Python with categorical feature support. It covers regular decision tree algorithms: ID3, C4.5, CART, CHAID and regression tree, random forest and adaboost.
Electrocardiogram (ECG) sample dataset
Electroencephalography (EEG) based Bio-metric authentication using Deep Learning techniques
This repo has code for a graphical user interface (GUI) designed for recording EEG data from healthy subjects under various EEG data acquisition protocols such as, Resting state (REC/REO), motor movement/imagery tasks, and Visually evoked potential (VEP), etc.
EEG based person authentication using deep learning techniques
In this work, author trained a CNN classifier using Keras and TensorFlow backend for prediction of fashion-items in Fashion MNIST dataset, achieving an accuracy of 92.5%.
Neural network model to perform the molecular classification of cancer.
Income Prediction app deployment
iOS app build for object detection
Books recommendation system based on a hybrid approach of both content-based and collaborative filtering.
Leave Management System a Django App
Lexicon based segmentation of cursive handwritten images, and recognizing the characters using deep learning model.
Long short term memory (LSTM) and Variational-autoencoder (VAR) combined for Multivariate Time Series Forecasting
Convolutional Neural Network architectures used for the tasks of discriminating a piece of audio for its Genre type
Natural Language Processing Based Text Retrieval System in Python
Implementation of Random forest algorithm in python to predict the quality of wine.