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Assuming strict monotonicity seems quite limiting as it means the backend has to be much more complex.
Can we change pagination to support loose monotonicity, so that the display order is not entir…
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[df.csv](https://github.com/microsoft/LightGBM/files/7831557/df.csv)
```
import lightgbm as lgb
import pandas as pd
df = pd.read_csv("df.csv")
y = df['y']
X = df.drop('y', axis=1)
model_c…
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Given a Markov chain object (e.g. with a transition matrix), it would be nice to have a method that checks if it is a monotone transition matrix. Just for reference, in case this is an unfamiliar prop…
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Really appreciate your time looking over this and helping me find a solution or at least understand why I'm seeing what I'm seeing. I am fitting in python using 'objective': 'reg:tweedie' with the d…
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![image](https://user-images.githubusercontent.com/58941474/230898435-9ddc5222-9244-43ea-b3ef-415e82d2dc07.png)
Should we get the opposite conclusion? i.e., MP_t >= MP_{t+1}
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All things Monotonicity and Counters to assist with sort ordering, db index locality, and same Timestamp-tick collision avoidance during batch UUID creation.
Sub-Topics: Counter position, length, r…
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Hello again,
I have been trying to implement DML methods to predict the causal effect of a continuous treatment (from 0 to 300 aprox) and even if I got to the point of having a fairly good MSE scor…
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For some datasets (typically modeling physical properties) one knows that some montone constrain can be applied between a feature and the prediction which can help bring down noise and ensure meaningf…
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### Question
If you had the opportunity to amend the constitution, what specific changes would you propose, and why do you believe these changes are necessary?
### Candidates I'd like to get an answ…
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Normally,it is essential for the bins besides missing to be monotonically increasing or decreasing on the badrate for better explainability. For exmple, the bigger a certain feature X1,the better chan…