https://github.com/cjunwon/weather-prediction-with-markov-chains
Predicting weather in Los Angeles using Markov models
https://github.com/cjunwon/weather-prediction-with-markov-chains
latex markov-chain markov-model predictive-modeling python
Last synced: about 1 month ago
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Predicting weather in Los Angeles using Markov models
- Host: GitHub
- URL: https://github.com/cjunwon/weather-prediction-with-markov-chains
- Owner: cjunwon
- Created: 2022-11-22T01:10:07.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-01-22T01:17:41.000Z (over 2 years ago)
- Last Synced: 2025-04-03T01:22:20.633Z (about 1 year ago)
- Topics: latex, markov-chain, markov-model, predictive-modeling, python
- Language: Jupyter Notebook
- Homepage:
- Size: 10.7 MB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Math 42 - Final Project (UCLA)
Final Project for **MATH 42: Introduction to Data-Driven Mathematical Modeling: Life, Universe, and Everything** - Department of Mathematics, University of California, Los Angeles.
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Weather forecasting using Markov chains. The official project report can be found [here](https://github.com/cjunwon/Weather-Prediction-with-Markov-Chains/blob/main/PDFs/Math_42_Final_Project_Report.pdf).
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Code used in this project mainly referenced [Datacamp](https://www.datacamp.com/tutorial/markov-chains-python-tutorial) and [ericmjl](https://github.com/ericmjl/essays-on-data-science/)'s [Essays on Data Science](https://ericmjl.github.io/essays-on-data-science/machine-learning/markov-models/).