open-solution-avito-demand-prediction
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Open solution to the Avito Demand Prediction Challenge
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open-solution-avito-demand-prediction issues
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Val_loss | LB ------------|----------- 0.2296|0.2352 0.2281|0.2351 0.2294|0.2367
How to handle missing values? Currently replace with 0 +add new binary nan/not nan is used
High-level problems
train_active.csv contains info about other user offers at the time. Could be useful
enhancement
Train model on images, with targets (multi-output model): * `category name` * `parent category name` Features are two vectors: * probability distribution over `category name` (softmax) * probability distribution over...