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neupagingsegmentedcontrol

A horizontal segmented control that works with UIScrollView paging.

nips2015-action-conditional-video-prediction

Implementation of "Action-Conditional Video Prediction using Deep Networks in Atari Games"

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

old-blog

old-the-military-grind

This book will chronicle my four-month-grind when serving military in Taiwan.

omniglot-45-5

Omniglot 45-5 split dataset

omnipush-vision

orthographic-ngp

paper-notes

Notes for papers or blog posts about ML, Robotics, CV.

pix2pix

Image-to-image translation using conditional adversarial nets

pix2pix-flow

Image-to-image translation with flow-based generative model

pix2pix-tensorflow

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pixel-cnn

adaptation of PixelCNN

playground

pyensemble

An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn

quakegvr

New gear vr implementation of DarkPlaces (Quake Engine)

random-forests-matlab

An object-oriented implementation of random forests in Matlab

reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

research-advice

rl-attack-detection

Code for "Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight"

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rnn

Recurrent Neural Network library for Torch7's nn

robustrl

Robust policy search algorithms which train on model ensembles

sa-tensorflow

Soft attention mechanism for video caption generation

saliency-2016-cvpr

Shallow and Deep Convolutional Networks for Saliency Prediction

scikit-image

Image Processing SciKit (Toolbox for SciPy)

scikit-learn

scikit-learn: machine learning in Python

self-attention-gan

sumproduct

Sum product algorithm - Belief propagation (message passing) for factor graphs