Build a website hosting python ML models for other users to use (Django/Flask/Shiny app)

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I am a scientist at Harvard Medical School. For an academic research paper , we've built two random forest models in Python. These models take in 30+ datapoints about the health status of a mouse and return predictions about its future health status. We would like to make these models available for widespread research use.

Currently the models have been saved with pickle ([login to view URL]). We would like to build a website where an user can upload an excel or csv file with each column representing a parameter in the model, and each row representing an animal.

This would ideally be done with a Django or Flask app. We attempted to make a Shiny app ourselves, using reticulate to get Python to run in R, but were unsuccessful. Likely there is a version issue. We made the models using sklearn version 19 and Python 3.7. There likely needs to be some version control issues and we would need to confirm that the models run successfully.

We also envision a tab on the web app with background information in the form of text, links, and downloadable pdf files.

We have our own server from which we can host the web app once complete.

HTML Python Reka Bentuk Laman Web Django

ID Projek: #23319861

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16 cadangan Projek jarak jauh Aktif 4 tahun lepas

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unix515

Hi,I have good experience with Python(his Framework Django and flask). I have understood your requirement. I am sure that I can make website include to upload file and modify data. I will make website based your versio Lagi

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EricMtpixels

Hello, We have been working on such functionalities and have extensive knowledge of what you’re looking for. We have a phenomenally talented team of designers and developers who have the ability to deliver you the proj Lagi

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AwaisChaudhry

Hi, I have read the brief details on the job listing. I am a full stack web developer with 9 years of coding experience. I have worked with multiple similar jobs before. I have completed 150+ major projects just on thi Lagi

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hirakchhatbar

Greetings, It will be an honor for me if I get a chance to work with a Harvard scientist. We can help you host your modals on google cloud for everyone to use. Regards, Hirak

$400 USD dalam 10 hari
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amitarai

Hello, I’m a Software engineer with 4+ years of experience in website development. I have worked on similar projects to what you are looking for, and I am confident I can exceed your expectations. also, I can complete Lagi

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westdvina

Hello Write me please for a discussion about your project Thanks

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AImobile

Hello! I have gone through project description, but I would like to discuss to clear my understanding of requirements. I have much experience about your requirements. Please PM me so we can discuss the requirement in m Lagi

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xayyavong813

Hi sir, how are you? I have 8+ years of experience in C#/C++/JAVA programming. I have read your project description fully. I can understand and finish it wonderfully . I guarantee high project development and quali Lagi

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yanghao0619

Hello I am a Python developer. I am using Flask/Django REST API to developing Web app and most of the time using Scrapy to crawling websites. Flask/Django REST framework: • REST APIs | MySQL, SQLite, PostgreSQL | (Her Lagi

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pyalex26

i am a django Developer having ML experience also. Do let me know if we can connect and discuss further the work

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