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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
### Machine Learning Algorithms for GitHub Feature Request
1. *Linear Regression*: Pred…
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go through all the theory of the ML and DL
go thru these links:
1. 100-Days-Of-ML-Code
- 𝐋𝐢𝐧𝐤: ([https://lnkd.in/dcftdA57](https://lnkd.in/dcftdA57))
- 𝐒𝐭𝐚𝐫𝐬: ~42k
2. awesome-datascience
…
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# XGBoost: A Scalable Tree Boosting System
勾配ブースティング木(GBDT: Gradient Boosting Decision Tree)をベースとしたアルゴリズム(ツール)。
分類タスク時も回帰木を利用し、予測値を予測確率として算出する。過学習を抑制するために、目的関数における正則化項に加えて、shrinkageやsubs…
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🔴 Title:
Implementing Machine Learning Models for Stock Market Prediction
🔴 Aim:
To build and compare various machine learning models to predict stock prices and trends based on historical stock …
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Gradient Boosting learns a function that looks something like this:
`F(X) = W1*T1(X) + W2*T2(X) + ... + Wi*Ti(X)`
where `Wi` are weights and `Ti` are weak learners (decision trees).
I know how …
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**Is your feature request related to a problem? Please describe.**
LightGBM has the option to return the predicted decision tree leaf for every model. From the [documentation](https://lightgbm.read…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
Implement an LSTM model to improve anemia prediction by capturing sequential dependencies …
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In binary classification problems, how to know which class the leaf nodes belong to in the images output by plot_tree()?
"val" cannot help me confirm the specific class.
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I'm not being reminded when using the Dragon Harpoon. Is that a covered item?
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https://lightgbm.readthedocs.io/en/latest/Parameters.html#linear_tree
https://github.com/microsoft/LightGBM/pull/3299
Possible depends on the following upstream issue: https://github.com/microsoft…