https://github.com/cpcgskill/sgt
一个通用ai运行及训练后端。A general AI running and training backend.
https://github.com/cpcgskill/sgt
dl ea pytorch rl
Last synced: 4 months ago
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一个通用ai运行及训练后端。A general AI running and training backend.
- Host: GitHub
- URL: https://github.com/cpcgskill/sgt
- Owner: cpcgskill
- License: apache-2.0
- Created: 2023-06-19T15:00:51.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2024-08-16T02:03:57.000Z (over 1 year ago)
- Last Synced: 2024-08-16T03:22:07.601Z (over 1 year ago)
- Topics: dl, ea, pytorch, rl
- Language: Python
- Homepage:
- Size: 89.8 KB
- Stars: 3
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.en-US.md
- License: LICENSE
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README
# sgt
A universal AI runtime and training backend based on deep learning and reinforcement learning.
Its design goal is to be used for various fitting tasks, thus it needs to ensure the trained models possess as high robustness as possible with as few datasets as possible.
* [English](./README.en-US.md)
* [中文](./README.md)
## Contents
- [Quick Start](#Quick-Start)
* [Installation](#Installation)
* [Install Dependencies](#Install-Dependencies)
* [Set Environment Variables](#Set-Environment-Variables)
* [Launch](#Launch)
- [Docker Build](#Docker-Build)
- [Copyright-Notice](#Copyright-Notice)
## Quick-Start
### Installation
```commandline
git clone git@github.com:cpcgskill/sgt.git
```
### Install-Dependencies
```commandline
pip install -r requirements.txt
```
### Set-Environment-Variables
Windows
```commandline
set mongodb_database_url "your_mongodb_database_url"
```
Linux
```commandline
export mongodb_database_url "your_mongodb_database_url"
```
MacOS(ps: I'm not familiar with MacOS)
```commandline
export mongodb_database_url "your_mongodb_database_url"
```
### Launch
```commandline
python main.py
```
## Docker-Build
Pay attention to the "RUN pip install -r requirements.txt -i https://pypi.douban.com/simple" part in the Dockerfile, as it specifies a CDN within China. If you are not Chinese or are not in China, it may cause problems.
## Copyright-Notice
This project has signed an Apache-2.0 license, for details please refer to the LICENSE.