Implementations of different NLP tasks
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Updated
Sep 20, 2024 - Python
Implementations of different NLP tasks
Pytorch implementation of LISA (Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation. WWW 2021)
Product quantization using nearest neighbor search
Converted version of yahoo LOPQ from python2.7 to python3.6
Transformer-based Embedding Retrieval with Product Quantization for Edge Computing (JavaScript)
This repo includes a Sparse Transformer implementation which utilizes PQ to derive the sparsity.
Simply Product Quantization - Standalone C++ implementation of 3 different product quantization methods
Product Quantization Apllication for KNN
Modified inference engine for quantized convolution using product quantization
basis embedding: a product quantization based model compression method for language models.
Orthonormal Product Quantization Network for Scalable Face Image Retrieval
Fast Adaptive Similarity Search through Variance‑Aware Quantization
product quantization image processing algorithm with matlab
Multiply-ADDitioN-lESS in Go.
Scene similarity for weak object discovery & classification
[DEPRECATED] Baseline Project for Semantic Searching
Array quantization and compression
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