A Grain Of Data Science Salt

Interpret XGBoost model using PDP (with focus on the estimation algorithm) 00:59
Interpret XGBoost model using PDP (with focus on the estimation algorithm) a grain of data science salt 442 2 года назад
ALE plots for XGBoost model (with comparison to PD plots) using Alibi Explain 01:00
ALE plots for XGBoost model (with comparison to PD plots) using Alibi Explain a grain of data science salt 450 2 года назад
Explainable Boosting Machine Algorithm Tied to API Parameters 01:00
Explainable Boosting Machine Algorithm Tied to API Parameters a grain of data science salt 380 2 года назад
Prediction Calibration for XGBClassifier 01:00
Prediction Calibration for XGBClassifier a grain of data science salt 660 2 года назад
How does XGBoost grow trees differently from GBM? 01:00
How does XGBoost grow trees differently from GBM? a grain of data science salt 446 2 года назад
How to use target statistics for categorical features? 01:00
How to use target statistics for categorical features? a grain of data science salt 202 2 года назад
How to use ICE plots for detecting interaction and extrapolation in XGBoost model? 01:00
How to use ICE plots for detecting interaction and extrapolation in XGBoost model? a grain of data science salt 192 2 года назад
Dilated RNN in PyTorch for seq2vec time series forecasting: better than standard RNN for seasonality 00:59
Dilated RNN in PyTorch for seq2vec time series forecasting: better than standard RNN for seasonality a grain of data science salt 440 1 год назад
GoogLeNet (Inception V1) CNN: how does 1x1 convolutions reduce dimensions? #pytorch 00:59
GoogLeNet (Inception V1) CNN: how does 1x1 convolutions reduce dimensions? #pytorch a grain of data science salt 653 1 год назад
Tree SHAP algorithms and time complexity 01:00
Tree SHAP algorithms and time complexity a grain of data science salt 828 1 год назад
Why are XGBoost and LightGBM so fast? 01:00
Why are XGBoost and LightGBM so fast? a grain of data science salt 744 2 года назад
Simple LSTM PyTorch model for time series forecasting: creating custom DataLoader and forward method 01:00
Simple LSTM PyTorch model for time series forecasting: creating custom DataLoader and forward method a grain of data science salt 9,947 1 год назад
What is so different about CatBoost? 01:00
What is so different about CatBoost? a grain of data science salt 638 2 года назад
ResNet PyTorch model from scratch: residual connection enables deeper network 00:59
ResNet PyTorch model from scratch: residual connection enables deeper network a grain of data science salt 625 1 год назад
Encoder-Decoder network in PyTorch for seq2seq time series forecasting using scheduled sampling 01:00
Encoder-Decoder network in PyTorch for seq2seq time series forecasting using scheduled sampling a grain of data science salt 1,406 1 год назад
Residual LSTM model in PyTorch for time series forecasting 00:59
Residual LSTM model in PyTorch for time series forecasting a grain of data science salt 1,176 1 год назад
RNN with Attention PyTorch for seq2seq time series forecasting 00:59
RNN with Attention PyTorch for seq2seq time series forecasting a grain of data science salt 735 1 год назад
Simple RNN model to predict review score using Steam review texts #rnn 00:39
Simple RNN model to predict review score using Steam review texts #rnn a grain of data science salt 1,729 1 год назад
How to identify good hyperparameters for the SARIMA model for time series forecast #arima 00:59
How to identify good hyperparameters for the SARIMA model for time series forecast #arima a grain of data science salt 6,873 1 год назад

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