Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
☆60Jan 7, 2021Updated 5 years ago
Alternatives and similar repositories for product-quantization
Users that are interested in product-quantization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF☆18Apr 27, 2023Updated 3 years ago
- Tensorflow implementation of a supervised approach to learn highly compressed image representations☆26Nov 22, 2017Updated 8 years ago
- Pure python implementation of product quantization for nearest neighbor search☆361Jun 7, 2025Updated 11 months ago
- To Index or Not to Index: Optimizing Exact Maximum Inner Product Search☆27Apr 11, 2019Updated 7 years ago
- State-of-the-art method for large-scale ANN search as of Oct 2016. Presented at ECCV 16.☆74Jun 14, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fast search algorithm for product-quantized codes via hash-tables☆54Jul 3, 2018Updated 7 years ago
- Multi-index hashing for the resolution of ANN search problem on large datasets☆15Oct 16, 2018Updated 7 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆41Sep 17, 2018Updated 7 years ago
- Fast and memory-efficient ANN with a subset-search functionality☆154Jul 1, 2025Updated 10 months ago
- A framework for index based similarity search.☆20May 10, 2019Updated 7 years ago
- PyTorch Implementation of NeurIPS 2020 paper "Learning Sparse Prototypes for Text Generation"☆22Jul 8, 2021Updated 4 years ago
- Product Quantization k-Nearest Neighbors☆22Jun 24, 2021Updated 4 years ago
- ☆10Jun 16, 2022Updated 3 years ago
- ☆16Sep 22, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Very accessible code for my MSc thesis. Inexpensive quantization method for ANN search also known as Enhanced Residual VQ.☆14Jun 15, 2020Updated 5 years ago
- Implementation of our ICCV 2017 paper: MIHash - Hashing with Mutual Information☆34Sep 21, 2021Updated 4 years ago
- Source code for paper "Feature Learning based Deep Supervised Hashing with Pairwise Labels" on IJCAI-2016☆18Nov 30, 2019Updated 6 years ago
- Learning to Hash for Maximum Inner Product Search☆12Jan 21, 2022Updated 4 years ago
- Implementation of a Quantized Transformer Model☆20Mar 20, 2019Updated 7 years ago
- ☆10May 15, 2018Updated 8 years ago
- Saliency Weighted Convolutional Features for Instance Search☆56Sep 5, 2018Updated 7 years ago
- Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Pyth…☆570Apr 14, 2019Updated 7 years ago
- A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling (AAAI 2018)☆10Oct 23, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Combination of Multiple Global Descriptors for Image Retrieval☆150Apr 23, 2020Updated 6 years ago
- Compute Color Coherence Vector☆11Jul 19, 2015Updated 10 years ago
- Some useful tips for faiss☆631Sep 1, 2025Updated 8 months ago
- ☆160Aug 30, 2016Updated 9 years ago
- The code for the paper "Contrastive Quantization with Code Memory for Unsupervised Image Retrieval" (AAAI'22, Oral).☆38Oct 21, 2022Updated 3 years ago
- LSH index for approximate set containment search☆62Jun 27, 2022Updated 3 years ago
- Source code for paper "HashNet: Deep Learning to Hash by Continuation" on ICCV-2017☆24Jan 5, 2020Updated 6 years ago
- Code for the CVPR'19 paper "Explore-Exploit Graph Traversal for Image Retrieval"☆31Aug 15, 2020Updated 5 years ago
- Code for ICML2019 paper: Learning to Route in Similarity Graphs☆62Jul 25, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A compressed adaptive optimizer for training large-scale deep learning models using PyTorch☆25Nov 26, 2019Updated 6 years ago
- Code for LIT, ICML 2019☆22Jun 11, 2019Updated 6 years ago
- PyTorch implementation of Gaussian word embeddings☆19Apr 7, 2018Updated 8 years ago
- An example of DyNet autobatching for the NIPS "how to code a paper" workshop☆12Dec 9, 2017Updated 8 years ago
- ☆14Feb 19, 2025Updated last year
- Deep Siamese convolutional neural net for biometric authentication of palm print images☆10Jul 3, 2024Updated last year
- The trajectory based analysis and experiment on gowalla dataset.☆13May 10, 2015Updated 11 years ago