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Modify Machine Learning python code

I have a ML code written in python, already working, that uses the past stock value prices to train, predict and validate the stock values for a given share (e.g APPLE). I need to modify the code to train the model with all the information up to date and predict the stock values for the specified time period.

*** First Milestone ***

1. Code shall be able to predict any given SYMBOL manually typed, for the given time window. The program shall do the following:

a. Prompt to input which SYMBOL to predict

b. Prompt to input if the model is going to take all the historical data (Y/n).

c. If answer to point b. is "Y" (default), then skip point d. and take all the historical data until current date.

d. If answer to point b. is "n", then prompt to input start_date (format DD/MM/YY). Then prompt to input end_date (default current date)

e. Prompt to input until which date the model is going to predict (predict_until_date)

e. Graph a daily based line chart with the data

f. Train the model based on the specified time window

g. Make the prediction, graph the result in a daily based line chart

h. Save the results in .csv and .json files, both into my Google Drive (I'm going to run this code from Google Colab)

2. Python code in .ipynb format (Google Colab) shall be sent to me. I will make the First Milestone payment (50% of project budget) after succesfully testing the code in Google Colab.

---

*** Second Milestone ***

1. Code shall be able to do all the same, but the input will be a .csv file with a list of SYMBOLs and the code shall make the predictions for all of them.

a. Input file .csv (provided by me) will be obtained from a specified directory in Google Drive

b. Prompt to input points b. to e. from First Milestone, and the code shall use that information for all SYMBOLs in the list

c. Print how many SYMBOLs were found in the list

d. Graph a daily based line chart for every SYMBOL in the list

e. Train the model for ALL of the symbols in the list, SYMBOL by SYMBOL, taking into account the inputs of point b.

f. Make the predictions for ALL of the symbols in the list

g. Save the results in .csv and .json files, both into my Google Drive

2. Python code in .ipynb format (Google Colab) shall be sent to me. I will make the Second Milestone payment (50% of project budget) after succesfully testing the code in Google Colab.

*Other details to be agreed during the project.

Potentially, this could grow into a larger project like an app.

Beceriler: Python, Machine Learning (ML), Yapay Zeka, Deep Learning, Neural Networks

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İşveren Hakkında:
( 8 değerlendirme ) Buenos Aires, Argentina

Proje NO: #30573151

Bu iş için 24 freelancer ortalamada $166 teklif veriyor

(62 Değerlendirme)
6.6
nemanjadevelope2

Hello, I have read your proposal carefully and understood your requirements. I am a machine learning engineer and have 6 years of experience in the field. Please open chat so let's discuss more. Thank you. Nemanja ps. Daha Fazla

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viktorbelman01

Dear Sir. As an experienced ML/DNN expert, it is interesting to me. I have been working on various ML/DNN projects with various dnn frameworks such as tensorflow, pytorch, caffe, yolo etc... for over 7+ years. Of cours Daha Fazla

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MohammedSulhi

I read your project description carefully. I am bidding on your project because I am very much familiar with Python and ML and Web Applications. I am an experienced Data Scientist and Machine Learning Engineer. Data V Daha Fazla

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5.6
MedaniAhmed

Hi there.. I have just read your project requirements and they seem very well explained. I just want to take a look at the code to have a full picture of the requirements. I hope you share them via chat. Regards

$225 USD in 7 gün içinde
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Tonyspychenko

Hi, I have ever fully worked for stock price prediction using RNN, LSTM and CNN. I have good result with LSTM. and timestamp is really important to get high accuracy. please contact me. Thanks. Anton

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natalia080131

Hello sir. As a machine/deep learning expert, I'm glad to see your project. If you check my profile, you can see I have deep knowledge in machine/deep learning algorithms with machine/deep learning tools. I also have f Daha Fazla

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Ervinmittal

Hi there, If you can verify one of my earlier project was exactly the same with an Australian client. Since I am friendly with NASDAQ and Dow&Jones index so can help you predict all kinds of stocks and indexes. We can Daha Fazla

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sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Daha Fazla

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edulov

Hello I am working in a somehow similar project with Brasil, also in code improvement and adding some numerical math details. Hence decision is yours. As a plus - speak Spanish, Ph.D. in Applied Math and CS. Have basic Daha Fazla

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lordzephirot

Hi, I have read your job description carefully and i am very interested in this job. I am full stack web developer and i am very experience with Python and ML. I can start working right now and looking for a good long Daha Fazla

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gathenyajm

Hi I am a machine learning expert. I concluded a stock forecasting project recently. Its available here [login to view URL] I am an experienced data scientist and Syste Daha Fazla

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gorbatenkoVyborG

Hi. Thanks for posting. https://www.freelancer.com/u/gorbatenkoVyborG I am an expert in machine learning who has 15+ years of experiences. Main experiences are SVM, ANN, CNN, LSTM, ...(Matlab, Python, C, C++, C#, ...) Daha Fazla

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medvedevmax333

Hello,How are you? I have read your project very carefully. I'm a python expert and I was AWARDed the title of EXPERT in Kaggle, the Largest Machine Learning and Data Science Community of Google LLC. I have developed Daha Fazla

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nrrajuu7

I am Vishnu and I am currently working as a Visiting Researcher at Mirai Innovation Research Institute, Japan. My research team along with me are currently working on Facial Makeup Transfer Algorithm development with G Daha Fazla

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sharmaalana1

HI I am experienced in Machine Learning (ML) Artificial Intelligence Neural Networks etc I can start right now but i have few doubts and questions lets have a quick chat and get it started waiting for your reply

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DGTLServices

Hello there, I am a passionate and professional Machine Learning Engineer, who has developed and deployed complex AI solutions using Machine Learning and Computer Vision. I have a good experience of building traini Daha Fazla

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