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Does TensorFlow decision forest support incremental learning?

I want to predict lead time in supply chain, where dependent features are material, vendor, price, quantity,etc….., this can be done by using random forest regression model, but random forest regression model does not support incremental learning, so I am looking for other model that supports incremental learning as well as the model which supports GPU.