Sudeep Sidhu's repositories
Insurance-Price_Predictor
Regression model to predict insurance price of indivduals
Best_Classifier
Classification models are used on a same data set to check accuracy of different models.
Calculator-GUI-
UI based simple calculator using Python Tkinter module, which can perform basic arithmatic operations addition, subtraction, multiplication and division.
Cement-Strength-
Regression through layers using keras
Cloud-Kitchen
finds best location to open swiggy/zomato like office in a city
Color-Color
In this game player has to enter color of the word that appears on the screen and hence the score increases by one, the total time to play this game is 30 seconds. Colors used in this game are Red, Blue, Green, Pink, Black, Yellow, Orange, White, Purple and Brown. Interface will display name of different colors in different colors. Player has to identify the color and enter the correct color name to win the game.
Data-Analysis
Data Anlysis NB
Fish-Prediction
Predecits species of fish using fish dimensions
Hand-Written-Digit-Classification
Classifies which handwritten digit it is
Identify-behavior-patterns-via-smart-phone-sensor-data
Identifying Human Behavior patterns using data recorded from smartwatch
Image-Classifier-
Uses keras CNN model to classify images , tensorflow at backend
News_Virality
Crawl news & information websites & anticipate the likelihood of its virality.
planet-sympy
The planet SymPy sources
Pulsar_Star-Predictor
Pulsars are a rare type of Neutron star that produce radio emission detectable here on Earth. They are of considerable scientific interest as probes of space-time, the inter-stellar medium, and states of matter . As pulsars rotate, their emission beam sweeps across the sky, and when this crosses our line of sight, produces a detectable pattern of broadband radio emission. As pulsars rotate rapidly, this pattern repeats periodically. Thus pulsar search involves looking for periodic radio signals with large radio telescopes. Each pulsar produces a slightly different emission pattern, which varies slightly with each rotation . Thus a potential signal detection known as a 'candidate', is averaged over many rotations of the pulsar, as determined by the length of an observation. In the absence of additional info, each candidate could potentially describe a real pulsar. However in practice almost all detections are caused by radio frequency interference (RFI) and noise, making legitimate signals hard to find. Machine learning tools are now being used to automatically label pulsar candidates to facilitate rapid analysis. Classification systems in particular are being widely adopted, which treat the candidate data sets as binary classification problems. Here the legitimate pulsar examples are a minority positive class, and spurious examples the majority negative class.
pydatastructs
A python package for data structures
sidhu1012.github.io
This is my personal blog to track and share my GSoC progress.
Spotify-Recommendation-Engine
Music Recommender System
tensorflow
An Open Source Machine Learning Framework for Everyone
Traffic-Sign-Classification
CNN model which classifies traffic sign images
sympy
A computer algebra system written in pure Python