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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    Dataset: Twitter data (.jsonl and .csv formats) from Dec. 2019 to Present Goal #1: Use deep learning using Pytorch/Keras to implement Sentiment Analysis Goal #2: Use results from the #1 and incorporate it with Stock Market Prediction For this project, the main deliverable is Goal #1 but the results should be ready and can be incorporated for Goal #2. For all proposals, kindly provide your sug...

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    We have a script used to train, validate and serve a deep learning model to a web application that initially used tensorflow 1.3 and keras 2.0.8 apis. The model si currently failing and not serving predictions due to tensorflow and keras api updates. We are looking for a dev to port the computer vision model and associated scripts to latest tensorflow and keras api or a version that will work suc...

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    We are looking for proposals from expert freelance Full Stack Mobile App Developers who can deliver on time. This project is the initial MVP of a much bigger product with a systematic life cycle. So there is a great opportunity for the developer to be associated with us for the entire product life cycle with multiple future releases. The developer must be a hands on with Full Stack Development, Da...

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    I have CNN code and I have good experience in using it. I want to do hyperparameters tuning by doing: 1- Grid search method 2- random search method 3- BO search method I want a "tutor" to "teach me" and "explain to me" how to do it. I do not want any new code. I want to improve my code. NOTE: I did the code of these methods but I have some problems in finding the re...

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    Hi, For some research work, what I need is A's face swapped on B guy (model from instagram), using deepfake - Scrap all the pictures with face of model guy from instagram (best quality), about 100-300. - Extract face from guy A, I will send you 10-15 minute worth of dslr video shoot of guy making all poses and all possible facial expressions and angles. - Run model to put matching facial ex...

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