OV Nikhilesh's repositories
Human-Activity-Detection
Classify 6 different human tasks such as sitting, standing etc. based on inputs from sensors.
Amazon-Fashion-Discovery-Engine
Suggest similar products to an item by using Recommendation systems
Analysis-of-Amazon-Fine-Food-Reviews
Predict review polarity by performing analysis on Amazon Fine Food Reviews dataset while applying various machine learning algorithms and clustering techniques.
Quora-Question-Pair-Similarity
Identify question pairs on Quora which have the same intent
Stack-Overflow-Tag-Prediction
Identify and predict keywords and tags from millions of text data
Personalized-Cancer-Treatment
Predict the effects of genetic variations to enable interpretable Personalized Cancer diagnosis
Various-CNN-networks-on-MNIST-dataset
Implement various CNN architectures on MNIST dataset with variations from different number of convolutional layers, kernel size, Dropouts, Batch normalization
Various-MLP-architectures-for-MNIST-dataset
Implement various MLP architectures by varying the number of hidden layers, adding and removing Dropouts and Batch Normalization to observe the model performance
Manual-implementation-of-Stochastic-Gradient-Descent
Manually implement Stochastic Gradient Descent and perform Linear Regression on Boston housing data and compare with sklearn's implementation of Linear Regression.