Jaynil Patel's repositories
starcraft2
implementing deep learning in starcraft 2 with an aim to create an ai model which can learn to take its own strategic decisions for winning the game
audio-classifier
music/speech classification by using discrete fourier transform and cnn
html-form-to-google-drive
This tutorial will demonstrate how to store HTML form submission on google drive and google sheets
playing-with-ai
play arcade ping pong game with ai bot made using keras and tensorflowjs
autoencoder
vanilla and convolutional autoencoder for generating mnist images
california-housing
a detailed analysis for prediction of house prices in californian districts by visualizing the data, looking for correlations, preparing the data for ml algorithms by handling text and categorical attributes and applying various techniques of ml
codesignal
solutions to codesignal problems
chatBox
a desktop and web app for messaging (personal, group, private) that is made using jfoenix and vuejs as frontend while backend is supported using socket.io, mongodb and few other nodejs packages
coding-interview-university
A complete computer science study plan to become a software engineer.
eye-tracking
The idea is to create a generalized tool that can be seamlessly combined with systems like electric wheelchair or movable patient bed for providing independent locomotion to the patient by capturing a live video feed that can recognize pupil movements.
fifa-wc-18
prediciting match outcomes for fifa world cup 2018
hubspot
coding challenge
image-classification-using-cnn
classifying images of dogs and cats using convolutional neural network
image-inpainting
making computer the painter
image-recognition-with-google-inception
image recognition with google inception model while visualizing the cnn filters and its gradients in order to understand its inner working
kadenze
assignment solutions
knn
k nearest neighbours implementation from scratch for breast-cancer-wisconsin data and comparing this results with that of scikit-learn
mnist
hello world for machine learning! :D
sentiment140-dataset
sentiment analysis of tweets with a feed forward neural network
style-transfer-vgg16
neural style transfer for blending a style of one image onto the content of another using oxford's object recognition model- vgg16
titanic_survial
to predict if a passenger survived the sinking of the titanic or not based on the given features-[kaggle]