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Neural Networks
Machine Learning Systems: Designs that scale by Jeff Smith
mobi, epub |eng | 2018-06-01 | Author:Jeff Smith

What’s your favorite food? Do you like to go out or are you more of a cave-body? Do you want to have cubs someday? In the first version of their ...
( Category: Testing January 10,2020 )
Hands-On Machine Learning for Algorithmic Trading by Stefan Jansen
epub, pdf |eng | 2019-04-25 | Author:Stefan Jansen

( Category: Neural Networks November 29,2019 )
Python Deep Learning. by Ivan Vasilev
epub |eng | 2019-04-25 | Author:Ivan Vasilev

( Category: Intelligence & Semantics November 29,2019 )
Hands-On Reinforcement Learning with Python by Sudharsan Ravichandiran
epub |eng | 2019-04-24 | Author:Sudharsan Ravichandiran

( Category: Neural Networks November 29,2019 )
GANs in Action by Jakub Langr & Vladimir Bok
epub |eng | 2019-09-23 | Author:Jakub Langr & Vladimir Bok [Jakub Langr]

( Category: Intelligence & Semantics November 14,2019 )
Programming PyTorch for Deep Learning by Ian Pointer
epub |eng | 2019-09-27 | Author:Ian Pointer

start_time = time.process_time() b.__getitem__(33) end_time = time.process_time() end_time - start_time >> 0.0031465259999094997 Obtaining an element from this dataset takes roughly the same time as in our original audio-based one, so ...
( Category: Machine Theory November 4,2019 )
Python Machine Learning By Example by Yuxi (Hayden) Liu;
epub, pdf |eng | 2019-02-28 | Author:Yuxi (Hayden) Liu; [Неизв.]

( Category: Machine Theory October 11,2019 )
Building Recommender Systems with Machine Learning and AI: Help people discover new products and content with deep learning, neural networks, and machine learning recommendations. by Kane Frank
epub |eng | 2018-08-10 | Author:Kane, Frank [Kane, Frank]

Using Keras So we've had a look at developing neural networks using Tensorflow’s lower-level APIs, where instead of really thinking about neurons or units, you're thinking more about tensors and ...
( Category: Intelligence & Semantics October 6,2019 )
Machine Learning Pocket Reference by Matt Harrison
epub |eng | 2019-09-03 | Author:Matt Harrison

>>> from yellowbrick.model_selection import ( ... ValidationCurve, ... ) >>> fig, ax = plt.subplots(figsize=(6, 4)) >>> vc_viz = ValidationCurve( ... RandomForestClassifier(n_estimators=100), ... param_name="max_depth", ... param_range=np.arange(1, 11), ... cv=10, ... n_jobs=-1, ...
( Category: Machine Theory October 4,2019 )
Big Data: A Guide to Big Data Trends, Artificial Intelligence, Machine Learning, Predictive Analytics, Internet of Things, Data Science, Data Analytics, Business Intelligence, and Data Mining by Hurley Richard
epub |eng | 2019-09-27 | Author:Hurley, Richard [Hurley, Richard]

Transportation Vehicles can be connected to the internet. For example, a device on the car can monitor speed and driving habits and transmit this information to the insurance company for ...
( Category: Neural Networks October 3,2019 )
Deep Learning from Scratch by Seth Weidman
epub |eng | 2019-09-12 | Author:Seth Weidman

mnist_soft = NeuralNetwork( layers=[Dense(neurons=89, activation=Tanh(), weight_init="glorot", dropout=0.8), Dense(neurons=10, activation=Linear(), weight_init="glorot")], loss = SoftmaxCrossEntropy(), seed=20190119) and training the model with the same hyperparameters as before (exponential weight decay from an initial ...
( Category: Machine Theory September 30,2019 )
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron
epub, pdf |eng | 2019-09-25 | Author:Aurélien Géron

Tip As a rule of thumb, if the number of categories is lower than 10, then one-hot encoding is generally the way to go (but your mileage may vary!). If ...
( Category: Intelligence & Semantics September 20,2019 )
Hands-On Artificial Intelligence for Beginners by Patrick D. Smith
epub |eng | 2018-10-30 | Author:Patrick D. Smith [Patrick D. Smith]

( Category: Intelligence & Semantics August 30,2019 )
Hands-On Machine Learning with Azure by Anindita Basak & Lauri Lehman & Jen Stirrup & Parashar Shah & Thomas K Abraham
epub |eng | 2018-10-30 | Author:Anindita Basak & Lauri Lehman & Jen Stirrup & Parashar Shah & Thomas K Abraham [Anindita Basak]

( Category: Intelligence & Semantics August 29,2019 )
Go Machine Learning Projects by Xuanyi Chew
epub |eng | 2018-11-29 | Author:Xuanyi Chew [Xuanyi Chew]

( Category: Machine Theory August 7,2019 )

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