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aaroncosmos's Projects

bearlstm icon bearlstm

with LSTM method to solve bearing fault diagnosis classification

cleveralgorithms-python icon cleveralgorithms-python

The Clever Algorithms project is an effort to describe a large number of algorithmic techniques from the field of Artificial Intelligence in a complete, consistent, and centralized manner such that they are accessible, usable, and understandable.

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dnngraph icon dnngraph

A DSL for deep neural networks, supporting Caffe and Torch

film icon film

FiLM: Visual Reasoning with a General Conditioning Layer

hypha-racecar icon hypha-racecar

Low-cost, high speed (600USD, 3 m/s) 1/10 Autonomous ROS RaceCar (with tutorial for beginner)

keras-fcn icon keras-fcn

My implementation of Fully Convolutional Neural Networks in Keras

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