https://github.com/marcus-24/stock-predictor-ml-inference

This repository is used to serve and monitor the stock predictor model.
https://github.com/marcus-24/stock-predictor-ml-inference

evidentlyai flask mlops stocks tensorflow yfinance

Last synced: 2 months ago
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This repository is used to serve and monitor the stock predictor model.

• Host: GitHub
• URL: https://github.com/marcus-24/stock-predictor-ml-inference
• Owner: marcus-24
• Created: 2024-11-15T18:01:22.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-05-10T16:26:37.000Z (about 1 year ago)
• Last Synced: 2025-08-19T02:58:01.462Z (11 months ago)
• Topics: evidentlyai, flask, mlops, stocks, tensorflow, yfinance
• Language: Python
• Homepage:
• Size: 40 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Stock-Predictor-ML-Inference

The objective of this code is to create a model inference server via Flask to send stock predictions from the trained ML model to the frontend and monitor model and data drift using Evidently AI.

## Setup

To run this code locally you can either install via conda:

`conda env create -f environment.yml`

Or through pip using the two commands below:

`pip install requirements.txt`

`pip install -e .`

## Deployment

This backend is hosted on Render.com for free.

## Connected Services

This repository interacts with the following services below:



Stock-Predictor-ML-Training

Stock-Predictor-Frontend