PyPI 官网下载 | memtorch-1.0.1.tar.gz

# MemTorch   [](https://gitter.im/memtorch/community)   MemTorch is a *Simulation Framework for Memristive Deep Learning Systems* which integrates directly with the well-known *PyTorch* Machine Learning (ML) library, which is presented in *MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems*. ## Installation To install MemTorch from source: ``` git clone https://github.com/coreylammie/MemTorch cd MemTorch python setup.py install ``` *If CUDA is True in setup.py, CUDA Toolkit 10.1 and Microsoft Visual C++ Build Tools are required. If CUDA is False in setup.py, Microsoft Visual C++ Build Tools are required.* Alternatively, MemTorch can be installed using the *pip* package-management system: ``` pip install memtorch # Supports CUDA and normal operation pip install memtorch-cpu # Supports normal operation ``` ## API & Example Usage A complete API is avaliable [here](https://memtorch.readthedocs.io/). To learn how to use MemTorch, and to reproduce results of ‘*MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems*’, we provide numerous Jupyter notebooks [here](memtorch/examples). ## Current Issues and Feature Requests Current issues, feature requests and improvements are welcome, and are tracked using: https://github.com/coreylammie/MemTorch/projects/1. These should be reported [here](https://github.com/coreylammie/MemTorch/issues). ## Contributing Please follow the "fork-and-pull" Git workflow: 1. **Fork** the repo on GitHub 2. **Clone** the project to your own machine 3. **Commit** changes to your own branch 4. **Push** your work back up to your fork 5. Submit a **Pull request** so that we can review your changes *Be sure to merge the latest from 'upstream' before making a pull request*. ## License All code is licensed under the GNU General Public License v3.0. Details pertaining to this are available at: https://www.gnu.org/licenses/gpl-3.0.en.html. [](http://hits.dwyl.io/coreylammie/MemTorch)