Snippets Tagged "python"

LightGBM Hyperparameter Tuning with GridSearch
Python

Python | LightGBM | Hyperparameter tuning | Gridsearch

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85
Reading CSV Files from Amazon S3 into Pandas Dataframes
Python

Pandas | Python | S3

Greg He
56
Building an LSTM Neural Network for Binary Classification with TensorFlow
Python

Tensorflow | Python | Ltsm | Deep learning

Greg He
35
CatBoost Early Stopping To Avoid Overfitting
Python

Catboost | Python | Early stopping

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20
LGBMRegressor - Training a LightGBM Regression Model
Python

Regression | Python | LightGBM

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19
LightGBM MultiClass Classification
Python

Classification | Python | LightGBM

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16
CatBoostClassifier - Binary Classification with Catboost
Python

Catboost | Classification | Python

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15
Sklearn SGDRegressor - Training a Regression Model With Stochastic Gradient Descent
Python

Machine learning | Python | Gradient Descent

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15
LGBMClassifier - Training a Binary Classification Model With LightGBM
Python

Classification | Python | LightGBM

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12
Get Immediate Subdirectories Using Python
Python

Python | Files | Directories

Greg He
11
Elastic Net Regression with Python & Sklearn
Python

Regression | Sklearn | Python | Elasticnet

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8
Balancing Imbalanced Datasets with SMOTE: A Python Example Using imbalanced-learn
Python

Python | Imbalanced-learn | Smote

Greg He
8
Shap Explainer
Python

Python | Shap

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8
Sklearn SGDClassifier - Training a Classification Model With Stochastic Gradient Descent
Python

Machine learning | Python | Gradient Descent

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7
Building a Classification Model with PyCaret
Python

Classification | Python | Pycaret

Greg He
7
Sklearn RidgeCV - Training a Ridge Regression Model With Cross Validation
Python

Sklearn | Python | Ridgecv | Linear

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7
Sklearn Ridge - Training a Ridge Regression Model
Python

Regression | Python | Ridge

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7
Sklearn Decision Tree Regressor - Training a Decision Tree Regression Model
Python

Regression | Sklearn | Python | Decision tree

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7
Predicting Stock Prices using LSTM Neural Networks with TensorFlow
Python

Tensorflow | Python | Stock market | Lstm

Greg He
6
Sklearn LassoCV - Training a Lasso Regression Model With Cross Validation
Python

Regression | Sklearn | Python | Cross validation | Lasso

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6