Program Structure Every week, you can expect to see this content coming up: Siraj's introductory video & One hour coding session Additional lesson(s) from Mat & other Udacity experts Then, approximately every four weeks you'll get a project. The f

Week 17: One-shot Learning Overview One-shot Learning Log 5/22/2017 Note What is One-shot Learning? [Wikipedia] One-shot learning is an object categorization problem in computer vision. Whereas most machine learning based object categorization algori

Overview Lesson 26 - Embeddings and Word2vec Lesson 27 - Siraj's Style Transfer Log 3/10/2017: Lesson 26; Reading Note Lesson 26 - Embeddings and Word2vec 1. Word embedding Wikipedia: 知乎: Embedding在数学上表示一个maping, f: X -> Y, 也就是一个function. embedding:

涉及和深度学习相关的各种内容,包括TensorFlow.PyTorch.Theano.Hadoop.计算机视觉.神经网络.大数据等,语言涉及Python.Java.R和Matlab.本压缩包内具体包括以下25本PDF格式电子书:1)Deep Learning for Computer Vision2)Hands-On Deep Learning with TensorFlow3)Deep Learning for Computer Architects4)Python Deep Learning

Machine and Deep Learning with Python Education Tutorials and courses Supervised learning superstitions cheat sheet Introduction to Deep Learning with Python How to implement a neural network How to build and run your first deep learning network Neur

Reading List List of reading lists and survey papers: Books Deep Learning, Yoshua Bengio, Ian Goodfellow, Aaron Courville, MIT Press, In preparation. Review Papers Representation Learning: A Review and New Perspectives, Yoshua Bengio, Aaron Courville

Decision Boundaries for Deep Learning and other Machine Learning classifiers H2O, one of the leading deep learning framework in python, is now available in R. We will show how to get started with H2O, its working, plotting of decision boundaries and

转自:http://www.jeremydjacksonphd.com/category/deep-learning/ Deep Learning Resources Posted on May 13, 2015 Videos Deep Learning and Neural Networks with Kevin Duh: course page NY Course by Yann LeCun: 2014 version, 2015 version NIPS 2015 Deep Learnin

The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near July 27, 2015July 27, 2015 Tim Dettmers Deep Learning, NeuroscienceDeep Learning, dendritic spikes, high performance computing, neuroscience, singula