roop-pal
Machine Learning Software Engineer. Interested in Computer Vision and Robotics
GoogleMountainview, CA
Pinned Repositories
robotic_laundry
browser-transfer-learning
An application for image classification which brings state-of-the-art machine learning algorithms to the public. This is accomplished using tensorflowjs and transfer learning.
decomp-attn
Decomposable Attention Model for Sentence Pair Classification (from https://arxiv.org/abs/1606.01933)
facial-emotion-recognition
A survey of deterministic, unsupervised, and supervised learning approaches to the fer2013 challenge. The dataset can be found here: https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge/data.
Meta-Learning-for-StarCraft-II-Minigames
We reproduced DeepMind's results and implement a meta-learning (MLSH) agent which can generalize across minigames.
NBA-Jammifier
Computer vision application which takes in NBA dunk videos and exaggerates the vertical movement of the dunker. This is inspired by NBA Jam, the video game.
nyc-visual-building-annotator
roop-pal's Repositories
roop-pal/Meta-Learning-for-StarCraft-II-Minigames
We reproduced DeepMind's results and implement a meta-learning (MLSH) agent which can generalize across minigames.
roop-pal/nyc-visual-building-annotator
roop-pal/browser-transfer-learning
An application for image classification which brings state-of-the-art machine learning algorithms to the public. This is accomplished using tensorflowjs and transfer learning.
roop-pal/facial-emotion-recognition
A survey of deterministic, unsupervised, and supervised learning approaches to the fer2013 challenge. The dataset can be found here: https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge/data.
roop-pal/NBA-Jammifier
Computer vision application which takes in NBA dunk videos and exaggerates the vertical movement of the dunker. This is inspired by NBA Jam, the video game.
roop-pal/decomp-attn
Decomposable Attention Model for Sentence Pair Classification (from https://arxiv.org/abs/1606.01933)
roop-pal/DefinitelyTyped
The repository for high quality TypeScript type definitions.
roop-pal/greedy-gray-codes
General algorithm framework for greedily generating [gray codes](https://en.wikipedia.org/wiki/Gray_code). Includes examples. Also includes handwritten python scripts.
roop-pal/nlp-hw
roop-pal/pysc2
StarCraft II Learning Environment
roop-pal/robotic-laundry-folding
An implementation of A Geometric Approach to Laundry Folding done in ROS and python. More information can be found at http://rll.berkeley.edu/IJRR2011/
roop-pal/robotics-hw
Homework for Columbia's COMSW 4733, Computational Aspects of Robotics, taught by Peter Allen.
roop-pal/roop-pal.github.io
Personal site.
roop-pal/russian-troll-tweets-visualization
A visualization of natural language properties of Russian troll tweets.
roop-pal/WideResNet-pytorch
Wide Residual Networks (WideResNets) in PyTorch