Public Code Snippets

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Remove Stop Words from Text in DataFrame Column
Python

Pandas | Nltk | Nlp

detro
105
Tuning XGBoost Hyperparameters with Grid Search
Python

XGBoost | Tuning

analyseup
94
LightGBM Custom Loss Function
Python

LightGBM | Loss function

detro
92
How to Convert DataFrame Values Into Percentages
Python

Lambda | Percentages | Pipe

detro
85
How to Scale Data Using Standard Scaler But Keep Column Names
Python

Scaler | Standard

detro
60
Calculating Root Mean Squared Error (RMSE) with Sklearn and Python
Python

Rmse

detro
56
LightGBM Hyperparameter Tuning with GridSearch
Python

Python | LightGBM | Hyperparameter tuning | Gridsearch

detro
53
Dynamically Create Columns in Pandas Dataframe
Python

Pandas | Columns

detro
47
How to Train a Catboost Classifier with GridSearch Hyperparameter Tuning
Python

Catboost | Hyperparameter tuning

analyseup
48
Overwriting a Python Logging File Instead of Appending
Python

Logging

detro
41
Lemmatise DataFrame Text Using NLTK
Python

Nltk | Nlp | Lemmatise

detro
41
How to Train XGBoost with Imbalanced Data Using Scale_pos_weight
Python

XGBoost | Classification | Scale_pos_weight | Imbalanced

analyseup
41
Create Bag of Words DataFrame Using Count Vectorizer
Python

Nlp | CountVectorizer | Bag of words

detro
38
Pandas Undersampling for Imbalanced Binary Classification
Python

Pandas | Binary-classification

analyseup
37
Get Average Length of Strings in a Pandas DataFrame Column
Python

Pandas | String | Length | Str

detro
36
Saving a DataFrame to CSV to a Specific Location
Python

Pandas | Csv | To_csv | Output

analyseup
35
Print a List of Integers From 1 Through N as a String Without Spaces
Python

String | Print

detro
33
Creating a Pandas DataFrame from a Python Generator
Python

Pandas | Dataframe | Generator

analyseup
33
Remove Usernames & HTTP Links From Tweet Data
Python

Twitter | Regex | Text

detro
30
Train-Test Splitting with Stratification using Scikit-Learn
Python

Sklearn | Classification

detro
29