Refit a trained model with new triplets about ampligraph

[lukostaz]

Unfortunately this is not possible at the moment. I agree it would be a useful feature to open source. Keep an eye on future releases 😉

[sumitpai]

You can try this using constant initializer, to initialize your new model with old embeddings. you also need to ensure that model dictionary(model.ent_to_idx, model.rel_to_idx) stays the same with the new data.

However this is not same as continuing training, since the optimizer states wont be the same.

[AbhiPawar5]

Unfortunately this is not possible at the moment. I agree it would be a useful feature to open source. Keep an eye on future releases 😉

@lukostaz does this mean we have to retrain the model from start if we want to add new triplets? What do you suggest for adding a KG in production that needs to be updated frequently? Thanks.