https://github.com/magellol/montreal-aqi-predictions
Train a deep learning model to predict AQI in Montreal, QC.
https://github.com/magellol/montreal-aqi-predictions
aqi deep-learning experimental montreal neural-network notebook python
Last synced: 2 months ago
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Train a deep learning model to predict AQI in Montreal, QC.
- Host: GitHub
- URL: https://github.com/magellol/montreal-aqi-predictions
- Owner: Magellol
- Created: 2024-04-13T02:23:46.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-06-26T16:15:50.000Z (11 months ago)
- Last Synced: 2025-03-20T18:34:57.385Z (2 months ago)
- Topics: aqi, deep-learning, experimental, montreal, neural-network, notebook, python
- Language: Jupyter Notebook
- Homepage: https://tlbvr.com/blog/predicting-montreal-aqi
- Size: 12.3 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# api-predictions
Predicting AQI values in Montreal, QC. Read the accompanying [blog post](https://tlbvr.com/blog/predicting-montreal-aqi) for more details.
```console
jupyter notebook
```
Note: if dependencies change in `requirements.txt`, you must nuke the previous `.venv.`
```console
rm -rf .venv
# Assuming usage of direnv
direnv reload
```
You can also open this notebook in google colab if you need a GPU.
https://colab.research.google.com/github/Magellol/aqi-predictions/blob/main/index.ipynb
## Disclaimer
This project uses nix to setup the python environment. Nix flake configuration inspired by https://www.reddit.com/r/NixOS/comments/q71v0e/comment/hgn4sar/