Exercise: Write down the optimization function. The goal is to learn w and b by minimizing the cost function J. For a parameter θ, the update rule is θ=θ−α dθ, where α is the learning rate. def optimize(w,b,X,Y,num_iterations,learning_rate,print_cost=False): costs=[] fo...
然后主要的是需要安装numpy,scipy,nose,theano等吧,直接在http://www.lfd.uci.edu/~gohlke/pythonlibs/下载,(记得选你安装Python对应的版本);安装直接Next; c.需要配置G++环境;选theano因为他能够在GPU上运行,GPU和CPU运行原理和比较需要自己去google一下(重要知识);配置G++:参考英文:http://www.kineticsystem.or...
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Get Deep Learning with Python, Second Edition buy ebook for $47.99 $35.991.2 Before deep learning: a brief history of machine learning Deep learning has reached a level of public attention and industry investment never before seen in the history of AI, but it isn’t the first successful ...
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When I first made the claim that in a not-so-distant future, most of the cultural content that we consume will be created with substantial help from AIs, I was met with utter disbelief, even from long-time machine learning practitioners. That was in 2014. Fast-forward a few years, and...