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aaai18-tutorials

aaai18 tutorials

academ

hugo demo website

acdc-torch

ACDC: A Structured Efficient Linear Layer

adaptive-neural-compilation

adelaidet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

adversarial-1

Exploring the Space of Adversarial Images

algorithm-learning

algorithms_in_ipython_notebooks

A repository with IPython notebooks of algorithms implemented in Python.

algos

Algorithms

ars

An implementation of the Augmented Random Search algorithm

artificial-neural-networks-with-jupyter

Artificial Neural Networks - Gradient descent, BFGS, Regularization with Jupyter notebook

attentive_reader

Simple Attentive Reader Code

autoencoders

Torch implementations of various types of autoencoders

autoencoding_beyond_pixels

Generative image model with learned similarity measures

autograd

Efficiently computes derivatives of numpy code.

awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-machine-learning-1

:book: List of some awesome university courses for Machine Learning! Feel free to contribute!

awesome-math

A curated list of awesome mathematics resources

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

awesome-rl

Reinforcement learning resources curated

awesome-torch

A curated list of awesome Torch tutorials, projects and communities

awesome-very-deep-learning

A curated list of papers and code about very deep neural networks

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms