Metadata-Version: 1.2
Name: deepinc
Version: 0.1.0
Summary: Python Boilerplate contains all the boilerplate you need to create a Python package.
Home-page: https://gitee.com/swj123/deep-inc.git
Author: Wenju Sun
Author-email: SunWenJu@bjtu.edu.cn
License: MIT license
Description: =======================
        deepINC 增量学习工具包
        =======================
        
        
        .. image:: https://img.shields.io/pypi/v/visintincremental.svg
                :target: https://pypi.python.org/pypi/deepinc
        
        .. image:: https://readthedocs.org/projects/visintincremental/badge/?version=latest
                :target: https://deepINC.readthedocs.io/en/latest/?badge=latest
                :alt: Documentation Status
        
        增量学习工具库，实现了常用数据集，典型模型，工具函数。支撑综述《基于深度神经网络的增量学习技术研究现状综述》的实验。
        
        * 开源许可: MIT license
        * 文档: https://deepINC.readthedocs.io.
        * 代码: https://gitee.com/swj123/deep-inc.git
        
        开始使用
        ------------
        
        准备使用增量学习工具库? 按如下步骤本地使用 `deepINC` .
        
        1. 使用 pip 安装 `deepINC`::
        
            $ pip install deepinc
        
        2. 在 .py 程序中引用::
        
            $ import deepinc as di
            $ from deepinc.utils.args import get_args
            $ from deepinc.utils.training import train_il
        
        3. 初始化配置项::
        
            $ args = get_args()
            $
            $ args.model = 'lwf'              # 模型名称
            $ args.dataset = 'seq-mnist'      # 数据集
            $ args.print_freq = 1             # 报告loss的频率
            $ args.n_epochs = 1               # 迭代次数
            $ args.device = 'cpu'             # 设备
            $
            $ args.lr = 0.02                  # 学习率
            $ args.batch_size = 64            # batch size
            $ args.alpha = 5                  # 蒸馏损失权重
            $ args.softmax_temp = 2.0         # 蒸馏损失温度系数
            $ args.wd_reg = 5e-5              # 正则项权重
        
           这里可以随心更改
        
        4. 增量训练::
        
            $ train_il(args)
        
        5. 等待训练结束~
        
        关联代码
        ------------
        https://github.com/aimagelab/mammoth.
        
        
        
        
        =======
        History
        =======
        
        0.1.0 (2022-09-22)
        ------------------
        
        * First release on PyPI.
        
Keywords: deepinc
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*
