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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)

definitelytyped

The repository for high quality TypeScript type definitions.

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.

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.

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.

nlp-hw

nyc-visual-building-annotator

pysc2

StarCraft II Learning Environment

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/

robotics-hw

Homework for Columbia's COMSW 4733, Computational Aspects of Robotics, taught by Peter Allen.

roop-pal.github.io

Personal site.

russian-troll-tweets-visualization

A visualization of natural language properties of Russian troll tweets.

wideresnet-pytorch

Wide Residual Networks (WideResNets) in PyTorch