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academia

A collection of helpful resources for skills pertaining to academia.

ai2thor

An open-source platform for Visual AI.

alfred

ALFRED - A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

alphalens

Performance analysis of predictive (alpha) stock factors

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

autograd

Efficiently computes derivatives of numpy code.

automate-egpu

awesome-ios

A curated list of awesome iOS ecosystem, including Objective-C and Swift Projects

backpropthroughthevoidrl

RL Experiments from our paper "Backpropagation Through the Void": https://arxiv.org/abs/1711.00123. Lovingly forked from OpenAI's RL Baseline repo.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bitcoin

Bitcoin Core integration/staging tree

bluepic

BluePic is a sample photo sharing application for iOS that shows you how to connect your mobile application with Kitura, Bluemix services, and OpenWhisk actions.

bulletproof-tls

c2-github-commit-count

Github commit count topology

c3-heatmap

capsgan

Capsule GAN: Unsupervised representation learning with CapsNet based Generative Adversarial Networks

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

clevr-iep

Inferring and Executing Programs for Visual Reasoning

clevr-parser

An object candidate proposal parser for the CLEVR dataset

cluster_examples

coursera-ml-course

Code solutions to Coursera ML course by Andrew Ng

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

dagmm

Deep Autoencoding Gaussian Mixture Models using Pytorch

dallinger

Laboratory automation for the behavioral and social sciences; human culture on a chip.

deformable-convnets

Deformable Convolutional Networks

dilation

Dilated Convolution for Semantic Image Segmentation