rgpatel Goto Github PK
Name: Rajan Patel
Type: User
Company: Cybera
Bio: A passionate programmer dedicated to creating practically useful models/algorithms with hands-on experience of machine learning.
Location: Edmonton, Canada
Name: Rajan Patel
Type: User
Company: Cybera
Bio: A passionate programmer dedicated to creating practically useful models/algorithms with hands-on experience of machine learning.
Location: Edmonton, Canada
Boston housing data (from UCI ML Repository) is used to predict the prices of houses using Decision Tree Classifier. Performed data exploration (feature observation, identifying performance metric), training and testing of model (learning curves, complexity curves) and optimization of model (grid search, k-fold cross validation).
Performed clustering using Gaussian Mixture Models to identify probable customer segments and suggested optimized A/B tests based on clustered data.
Used the dataset of 8300 dog images to identify the dog breed from 133 total breeds using convolutional neural network.
Created a training and predicting pipeline based on AdaBoost algorithm to classify potential donors from US census data (45,000 entries) with 85% quality.
Designed a reinforcement learning agent to take-off quadcopter using DDPG โ an actor critic method. Also, enhanced learning and repeatability of results by tuning reward function and hyper parameters.
Used dataset containing 21,000+ images of 200 unique landmarks around the world (from Google Landmark Recognition Challenge 2018) and developed convolutional neural networks using transfer learning providing up to 96% accuracy.
Hackathon Challenges and Resources
Predicted positive/negative sentiment of more than 25,000 movie reviews using โBag of Wordsโ processing with deep neural networks and achieved 80% accuracy.
Sniffpass will alert on cleartext passwords discovered in HTTP POST requests
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.