Deep Learning 101

Deep Learning 101 (深度學習101)Launched on 2016/11/11 TonTon Huang

Hosted by: Leopard Mobile Inc. (台灣雪豹科技)
Venue: 83F, Taipei 101

Our related deep learning-based applications:





  

cuDNN, Cuda Tookit / 
Scikit-learn 0.17.1, Keras 1.0.6, TensorFlow 0.8 / 
Python 2.7.6, JAVA 1.8.0_91, Ubuntu x64 14.04
Intel XEON E5 2620 v4, Gigabyte GTX 1080 * 2, Gigabyte X99P SLI, MICRON DDR4 16 GB * 8, Intel SSD 320, COUGAR CMX 1000W
Intel Core i7 4770, GIGABYTE Z87-HD3, Intel S320/S520 SSD, ADATA DDR3 8GB * 4, GIGABYTE GTX 960 4G
Intel Core i5 4570, GIGABYTE H97M-D3H, Intel 530 SSD, ADATA DDR3 8GB * 4GIGABYTE GTX 960 4G


[開箱] 技嘉GTX1080 XTREME GAMING 8G + Gigabyte X99P SLI + Intel XEON E5 2620 v4: http://blog.twman.org/2017/01/SLI.html

深度學習 的 TensorFlow 的源碼 安裝教學 http://blog.twman.org/2016/06/tensorflow.html 

NVIDIA Deep Learning Toolbox - DIGITS:http://blog.twman.org/2016/09/DIGITS.html 

CentoS 上的 Docker 版的 TensorFlow 安裝教學 http://blog.twman.org/2016/05/tensorflow.html

Deep Learning 101 (Tutorial) 深度學習 新手村 入門 教學:http://blog.twman.org/2016/10/DeepLearning101.html

應用深度學習與大數據分析識別詐騙(騷擾)電話:http://www.freebuf.com/articles/others-articles/113990.html
如何用深度學習識別網絡欺詐:http://www.freebuf.com/articles/paper/108123.html



Related Tools:


Related Papers:

Related Notes:

相關文章或訊息

機器之心:http://www.jiqizhixin.com | AI科技評論:http://www.leiphone.com/category/ai


中文教學:
Unsupervised Feature Learning and Deep Learning (UFLDL):http://deeplearning.stanford.edu/wiki/index.php/UFLDL教程
TensorFlow中文社區:http://www.tensorfly.cn


Tutorial:

http://deeplearning.net/tutorial

吳恩達 NIPS 2016演講現場直擊:如何使用深度學習開發人工智能應用: http://www.jiqizhixin.com/article/index/id/1947

CS231n Convolutional Neural Networks for Visual Recognition (CS231 一定要讀):http://cs231n.github.io/convolutional-networks/

CS224d: TensorFlow Tutorial:https://cs224d.stanford.edu/lectures/CS224d-Lecture7.pdf

大師解釋給你看:http://www.cs.nyu.edu/~yann/talks/lecun-ranzato-icml2013.pdf

http://www.bioinfo.org.cn/~casp/temp/DeepLearning.pdf


Github

Tensorflow:https://github.com/tensorflow/tensorflow

Keras:https://github.com/fchollet/keras

Inception v3@keras:https://gist.github.com/neggert/f8b86d001a367aa7dde1ab6b587246b5

DeepLearning Tutorials:https://github.com/wepe/MachineLearning

Deep-Learning-TensorFlow:https://github.com/blackecho/Deep-Learning-TensorFlow