A tiny library for deep learning using numpy.
Project description
CraNet
CraNet is a python library for Deep Learning.
Installation
There are two ways to install CraNet
From pip
pip install cranet
From source
For now, This way is only available for linux.
Git clone repository
git clone https://github.com/shizuku/cranet.git
Build locally
cd cranet
./scripts/build_local_install.sh
Basic Information
| Module | Description |
|---|---|
| cranet.autograd | tensor computation library based on numpy，集成了自动梯度的功能，支持张量的微分操作，所有需要微分的地方都用到了该库(包括梯度下降) |
| cranet.nn | 基于tensor神经网络库，支持灵活地自定义神经网络结构(自定义层数，神经元个数，计算方式) |
| cranet.optim | 优化器库，支持梯度下降神经网络参数 |
| cranet.data | 数据集库，以不同的方式处理各式各样的数据，以统一的方式将这些数据交接给神经网络，进行训练 |
| cranet.utils | 杂项，支持神经网络的储存与读入，辅助地显示一些计算过程 |
Release
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