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    StarSpace

    StarSpace

    Learning embeddings for classification, retrieval and ranking

    ...The training objective is contrastive: for a given query embedding, positive and negative examples are sampled and the model is optimized to score positive higher than negatives. The library supports a variety of tasks (text classification, nearest-neighbor search, recommendation, entity linking) with simple configuration. It includes efficient batching, negative sampling strategies, and on-the-fly embedding updates.
    Downloads: 0 This Week
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