https://github.com/viktor-shcherb/expenses-predictor

FINOdays hackathon case
https://github.com/viktor-shcherb/expenses-predictor

hackathon-project python rest-api

Last synced: 11 months ago
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FINOdays hackathon case

• Host: GitHub
• URL: https://github.com/viktor-shcherb/expenses-predictor
• Owner: viktor-shcherb
• Created: 2021-09-11T06:04:15.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2021-09-17T19:08:28.000Z (almost 5 years ago)
• Last Synced: 2025-06-19T19:56:38.669Z (about 1 year ago)
• Topics: hackathon-project, python, rest-api
• Language: Python
• Homepage:
• Size: 43.9 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Category expenses prediction REST API service

## HOWTO:

### 1. Serialize data:

Make sure you moved all .csv files to `cache/tinkoff_hackathon_data`

`python serialize_data.py`

### 2. Deserialize data:

`Dataset.load('path/to/dataset.pkl')`

### 3. Run server locally:

`python run_server.py -predictor `

### 4. Evaluate models:

`python evaluate.py -predictor  -datapath `

### 5. Evaluate best model + run server:

`./deploy.sh`