Keras is an open source neural network library that is written in the Python language. It should be noted that it is capable of running on top of other frameworks/software libraries, such as Microsoft Cognitive Toolkit, TensorFlow, and Theano. For those who don’t know, a neural network is actually a computing system that is meant to imitate the neural activity of animal brains, and is a collection of nodes called “artificial neurons”.

Keras as a neural network helps to optimize a lot of functions, and is used to make working with image and text data infinitely easier. This could help to improve productivity for countless platforms and companies who work with data. It is a tool that caters to the recent technological trend of deep learning, where companies are using AI to optimize their companies and find out more information about their consumer base, such as predictive trends or overall consumer trends.

Keras has over 200,000 users already, and was recently the 10th most cited tool in the 2018 Nuggets 2018 software poll, which indicates that it is rising in popularity and relevancy in the tech sector. It ultimately helps many companies experiment faster with certain processes, as well.

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    I have a working example of seq2seq RNN forecasting code, it is working well on 1 step prediction. However, when I tried to predict more than 1 step it failed. the problem is with the shape and probably need more tweaking on the architecture. all training and validation is already there, probably add R2 and RSME is better. for now i use mae and smae. It's all build in Keras.

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    The project aim is to model customer lifetime modelling using Recurrent Neural Networks and exploit the difference between it and probabilistic​ models

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    I need a [登录来查看链接] ***EXPERT*** who also knows a little pytorch or can at least read a pytorch (torch) model. 1) I need a [登录来查看链接] ***EXPERT*** to read a working and proven pytorch model and re-write it in [登录来查看链接] ( Not just Keras ) I have [登录来查看链接] code that is working in eager mode, but it must run in graph mode. You can tweak existing code or duplicate the pytorch code to converge. 2) I n...

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    CNN project. 4 天 left
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    Hello freelancers, I will need some expert to implement 3 techniques with CNN (with pre-trained and without pretrained networks) for some photographs taken from an airplane (QGIS aerophotographies). The current format of images is tiff and it maybe need a good computer to run this, but at the first phase I will need all 3 techniques for only 8 photos. Everything should be reported. The problem d...

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