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Hi,
I have the real e-commerce data. Firstly, I've used **"lifetimes"** library for expected transactions, and expected average revenue, and CLV prediction. However, the model overfits and it fails…
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There are API inconsistencies in the CLV module. Standardization is a big task best broken down into multiple PRs:
## PRs to be Completed In-Order
- [x] 1. Update `BetaGeoModel` predictive methods…
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Think the `ModelBuilder` class itself could just get the getters (and setters) for:
- prior
- prior_predictive
- fit_result (posterior)
- posterior_predictive
They are defined here for mmm:
…
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Many of the modules and classes are missing docstrings which make the API section look bare and the appearance could be improved.
The top modules (mmm and clv) may require to be edited in the docs/…
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```python
with pm.Model() as m:
hyper_priors = ...
prior1, prior2 = distribution(hyper_priors)
cohort1 = clv.ShiftedBetaGeo(data_cohort1, prior1)
cohort2 = clv.ShiftedBetaGeo(data_cohort2…
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### [REQUIRED] Version info
```
"engines": {
"node": "20"
},
"dependencies": {
"axios": "^1.6.5",
"firebase-functions-test": "^3.1.0",
"cors": "^2.8.5",
"firebase"…
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```
import matplotlib.pyplot as plt
import pandas as pd
# 假设 xaction_RFM 是一个已经存在的 pandas DataFrame
# 并且它包含一个名为 'frequency' 的列
# 设置图形大小
plt.rcParams["figure.figsize"] = (20, 10)
# 创建一个新的 F…
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**Issue by [cibotalista](https://github.com/cibotalista)**
_Monday Nov 21, 2016 at 08:56 GMT_
_Originally opened as https://github.com/CJB-Geneve/com-botalista-backend/issues/209_
----
Status : nul…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
Grouping the customer based on their likes and dislikes on particular product using k-mean…
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![Screenshot 2023-06-23 at 16 07 07](https://github.com/pymc-labs/pymc-marketing/assets/119355382/36ea81fa-493b-4143-8dfe-63bfe9c3c483)