Public Code Snippets

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Remove Stop Words from Text in DataFrame Column
Python

Pandas | Nltk | Nlp

detro
169
LightGBM Custom Loss Function
Python

LightGBM | Loss function

detro
152
Tuning XGBoost Hyperparameters with Grid Search
Python

XGBoost | Tuning

analyseup
144
How to Convert DataFrame Values Into Percentages
Python

Lambda | Percentages | Pipe

detro
133
How to Scale Data Using Standard Scaler But Keep Column Names
Python

Scaler | Standard

detro
111
LightGBM Hyperparameter Tuning with GridSearch
Python

Python | LightGBM | Hyperparameter tuning | Gridsearch

detro
109
Calculating Root Mean Squared Error (RMSE) with Sklearn and Python
Python

Rmse

detro
101
Overwriting a Python Logging File Instead of Appending
Python

Logging

detro
82
Dynamically Create Columns in Pandas Dataframe
Python

Pandas | Columns

detro
81
Reading CSV Files from Amazon S3 into Pandas Dataframes
Python

Pandas | Python | S3

Greg He
81
How to Train a Catboost Classifier with GridSearch Hyperparameter Tuning
Python

Catboost | Hyperparameter tuning

analyseup
84
How to Train XGBoost with Imbalanced Data Using Scale_pos_weight
Python

XGBoost | Classification | Scale_pos_weight | Imbalanced

analyseup
75
Saving a DataFrame to CSV to a Specific Location
Python

Pandas | Csv | To_csv | Output

analyseup
73
Get Average Length of Strings in a Pandas DataFrame Column
Python

Pandas | String | Length | Str

detro
69
Lemmatise DataFrame Text Using NLTK
Python

Nltk | Nlp | Lemmatise

detro
67
Print a List of Integers From 1 Through N as a String Without Spaces
Python

String | Print

detro
63
Remove Outliers from Seaborn Boxplot
Python

Seaborn

detro
63
Pandas Undersampling for Imbalanced Binary Classification
Python

Pandas | Binary-classification

analyseup
62
Create Bag of Words DataFrame Using Count Vectorizer
Python

Nlp | CountVectorizer | Bag of words

detro
63
Creating a Pandas DataFrame from a Python Generator
Python

Pandas | Dataframe | Generator

analyseup
60