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Name: Rajat Gupta
Type: User
Bio: Software Engineer, Mentor @udacity for Artificial Intelligence , NLP and DeepRL.
Location: Pune, India
Name: Rajat Gupta
Type: User
Bio: Software Engineer, Mentor @udacity for Artificial Intelligence , NLP and DeepRL.
Location: Pune, India
Udacity AI Nanodegree's Project for a Game playing agent for Isolation. This project uses algorithms like minimax search, alpha beta pruning and iterative deepening to create a game playing agent for a zero sum board game like Isolation.
Udacity AI Nanodegree's Project for implementing a Planning search. This project uses multiple search algorithms to solve a planning problem and then analyses the results based on certain metrics to find the best heuristic.
Udacity AI Nanodegree's Project for a Sign Language Recognizer. This project demonstrates the power of probabalistic models and employs hidden Markov models (HMM's) to analyze a series of measurements taken from videos of American Sign Language (ASL).
Udacity Artificial Intelligence Nanodegree Capstone Project. A Machine Translator for the translation of english to french. Trained four models Simple RNN, Embedded RNN, Bidirectional RNN and one with all three features with the later having maximum accuracy.
Udacity Artificial Intelligence Nanodegree RNN Project. Created a RNN classifier with LSTM module to generate text trained on the input text from a large corpus.
Blog template for local hosting
Personal Blog using the Hyde theme built from Poole (the Jekyll butler)
Minimal test project using Bullet, cmake and git submodule
Created a pipeline to identify lane lines using various techniques like perspective transform, color gradients, detecting fit for the lanes, detecting curvature and finally warping all to the original image.
Created a model to clone the driving behavior using convolutional neural networks. Trained, validated and tested the model using keras. The model outputs a steering angle to an autonomous vehicle.
Created an Extended kalman filter to estimate the state of a moving object of interest with noisy lidar and radar measurements. Calculated and obtained the RMSE values lower than the tolerance outlined in the project.
Created a pipeline for finding lane line on the road. In this project I used python with OpenCV and used the hough transform to plot the hough lines in a region of interest.
Created a pipeline to classify traffic sign images based on the German Traffic Sign dataset. Performed the exploration & visualization of the data; Designed, trained and tested the model architecture and Used the model to predict softmax probabilities of the new images.
3d cartpole gym env using bullet physics trained from pixels with LRPG, DDPG & NAF
The 3rd edition of course.fast.ai
Summaries and notes on Deep Learning research papers
Udacity Artificial Intelligence Nanodegree CNN Project. Created a CNN for breed classification of dogs by transfer learning using bottleneck features of four pre-trained models. Implemented the Haar cascade classifier for human face detection.
Code for the paper "Language Models are Unsupervised Multitask Learners"
Library to scrape and clean web pages to create massive datasets.
Recommender Systems
Spoken Language Translation System
Weather App build with the help from Udacity Android & Google #SunshineApp
A brief computer graphics / rendering course
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.