https://github.com/justinjjlee/simulation-discrete
Employing data transformations and simulations to answer random questions
https://github.com/justinjjlee/simulation-discrete
analytics data data-science julia python simulation spark
Last synced: about 2 months ago
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Employing data transformations and simulations to answer random questions
- Host: GitHub
- URL: https://github.com/justinjjlee/simulation-discrete
- Owner: justinjjlee
- License: mit
- Created: 2021-08-16T23:22:57.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2024-08-02T01:43:49.000Z (almost 2 years ago)
- Last Synced: 2025-01-28T12:46:21.209Z (over 1 year ago)
- Topics: analytics, data, data-science, julia, python, simulation, spark
- Language: Python
- Homepage:
- Size: 1.35 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Practically Reflecting Ideas to Computation
This repository contains sample exercises, employing data transformations and simulations to answer random questions using python and julia programming languages.
1. [Simple economy wealth redistribution: 'equal' vs. 'random'](https://github.com/justinjoliver/simulation-discrete/blob/main/exercise/simple_collision_wealth_redistribution/collision_wealth_redistribution.md)
2. [Retention analysis - application in UK's online retail data using python + Apache Spark](https://github.com/justinjoliver/simulation-discrete/blob/main/exercise/retention_statistics_spark/spark_RetentionTabulation.md)
3. [Predictive model exercise - application of Decision Forest model using wine quality data](https://github.com/justinjoliver/simulation-discrete/blob/main/exercise/prediction_wine_quality/MLExercise_WineQualityRF.md)
4. [Churn model - handling the imbalance data and explanable model for actionable insights](https://github.com/justinjoliver/simulation-discrete/blob/main/exercise/imbalanced_churn/Exercise_Predicting_the_Churn.md)
5. [Betting Simulation - Martingale Betting System](https://github.com/justinjjlee/simulation-discrete/blob/main/exercise/bet_gamble/martingale.py)