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Multivariate, multistep time series prediction using an LSTM in Keras

$50-100 AUD

Completed
Posted about 4 years ago

$50-100 AUD

Paid on delivery
I have a working implementation of a multivariate, multistep time series prediction using LSTMs on stock ticker data (OHLC). I wanted to extend this by adding some additional features (Technical Indicators) and scaling the input data as the new features are not of the same magnitude as the price. I can add the features and scale the input data, train the model and make predictions but I'm struggling to invert the scaling. Below is the github address with the problem laid out in a Jupyter Notebook. I need someone to get the scale inversion working for me on BOTH a single prediction (for e.g X_test[0], y_test[0]) and on the entire test set in a single step (for eg. X_test, y_test). Github: [login to view URL]
Project ID: 24113143

About the project

3 proposals
Remote project
Active 4 yrs ago

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hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object detection like pytorch,mxnet , tensor flow ,keras , caffe . some of my projects are identification of different types of notes object detection using YOLO or RCNN custom object detection brain hemorrhage subtypes detection I hope you will like my profile . PLEASE email me for more details where we can discuss the project in deep. And I am pretty sure that you will get best results ever.
$111 AUD in 3 days
4.7 (15 reviews)
3.7
3.7
3 freelancers are bidding on average $248 AUD for this job
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Hi , Honest and reliable Australian company delivering at a LOW COST and on-time. 1) Same or lower prices than individual developers. 2) Quality service and great communication skills 3) Large pool of human resources. Software, Web apps, Mobile apps, E-shops Please note that we placed a bid to initiate the conversation but we will require specific instructions and details in order to provide you with an accurate price estimate. We hope to hear from you soon. Deep Learning, Keras, Machine Learning (ML), Python
$533 AUD in 7 days
5.0 (1 review)
4.4
4.4
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Hello, My total experience is 6.8 years in Predictive modeling Statistical Analysis, Optimization and Machine learning techniques. I have implemented data science solutions for the Digital marketing & advertising, Telecom and Insurance Industries. I am equally comfortable in using a Domain Specific Language like R & Python and statistical tools like SAS, SPSS & EViews. Being excellent in communication, articulate and personable with a talent of relating easily to diverse group of individuals Experience as Data Scientist Interacting with stakeholders throughout the organization to understand the challenges and design business solutions for the same End to end project execution starting from data exploration to insight generation and recommendations Device predictive and descriptive analysis techniques and machine learning algorithms in various projects Coordinate with different functional teams to implement models and monitor outcomes. A drive to learn and master new technologies and techniques. Statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees and text mining, text classification models and Neural Network Querying databases and using statistical computer languages: R, Python and SQL Visualizing/presenting Analysis/Insights/results to business Masters in Statistics – Thanks Hemant
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4.9 (4 reviews)
3.7
3.7

About the client

Flag of GERMANY
Berlin, Germany
5.0
9
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Member since Jun 26, 2016

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