Metadata-Version: 2.1
Name: easyann
Version: 2021.2.1.14.49.32
Summary: description
Home-page: https://github.com/Jie-Yuan/easyann
Author: JieYuan
Author-email: 313303303@qq.com
Maintainer: JieYuan
Maintainer-email: 313303303@qq.com
License: MIT
Description: <h1 align = "center">:rocket: ANN :facepunch:</h1>
        
        ---
        
        # Install
        `pip install fast-ann`
        
        # Usage
        ```python
        from ann import ANN
        import numpy as np
        
        data = np.random.random((1000, 128)).astype('float32')
        
        ann = ANN()
        ann.train(data, index_factory='IVF4000, Flat', noramlize=True)
        
        dis, idx = ann.search(data[:10])
        
        print(dis)
        print(idx)
        ```
        ---
        - faiss不同量级对应的训练时间及内存测试
        - 压缩方式测试
        - 四种组合：默认是查向量返回 distance与index
            - id => id/vector
            - vector => id/vector
            - push场景需要 docid => title_vector => docid
            
        - 线上服务
            - id2word
            - id2vector
Keywords: tool wheel,yuanjie,utils
Platform: all
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: Implementation
Requires-Python: >=3.5
Description-Content-Type: text/markdown
