zyuzuguldu

class CustomGradientBoostingRegressor:
    
    def __init__(self, learning_rate, n_estimators, max_depth=1):
        self.learning_rate = learning_rate
        self.n_estimators = n_estimators
        self.max_depth = max_depth
        self.trees = []
        
    def fit(self, X, y):
        

zyuzuguldu

from sklearn.ensemble import GradientBoostingRegressor
from sklearn.metrics import mean_squared_error

custom_gbm = CustomGradientBoostingRegressor(
    n_estimators=20, 
    learning_rate=0.1, 
    max_depth=1
)
custom_gbm.fit(x, y)
custom_gbm_rmse = mean_squared_error(y, custom_gbm.predict(x), squared=False)

zyuzuguldu

Removing all traces of a file from a GIT repository

I recently had to remove all traces of a file from a GIT repository.

First clone the repository:

git clone ssh://[email protected]/home/repositories/codebase codebase