https://github.com/turboway/antman
基于 tensorflow 2.0 机器学习实践
https://github.com/turboway/antman
antman cnn-keras dqn-tensorflow
Last synced: 8 months ago
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基于 tensorflow 2.0 机器学习实践
- Host: GitHub
- URL: https://github.com/turboway/antman
- Owner: TurboWay
- Created: 2020-09-11T16:22:04.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2021-09-28T07:44:13.000Z (about 4 years ago)
- Last Synced: 2025-03-26T19:45:42.258Z (9 months ago)
- Topics: antman, cnn-keras, dqn-tensorflow
- Language: Python
- Homepage:
- Size: 16 MB
- Stars: 13
- Watchers: 3
- Forks: 6
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# antman
基于 tensorflow 2.0 机器学习实践
## install
```
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple tensorflow==2.0.0
```
## list
| 项目 | 项目说明 | 数据集下载 |
| ------------ | ------------ | ------------ |
| mnist | [mnist 手写数字识别( CNN 卷积神经网络)](https://geektutu.com/post/tensorflow2-mnist-cnn.html) | [百度网盘](https://pan.baidu.com/s/1SpsFz3kWzrDhuKUzw1VuxQ) 提取码：s4eo |
| glidedsky | [雪碧图识别（CNN 卷积神经网络）](https://www.cnblogs.com/TurboWay/p/13678074.html) | [百度网盘](https://pan.baidu.com/s/1inegXGAQHiiKk1aDwCAv0w) 提取码：r3nx |
| captcha_weibo | 微博验证码识别（CNN 卷积神经网络） | [百度网盘](https://pan.baidu.com/s/1Riz-dPXPhfPwGta93_RKbA) 提取码：dwp5 |
| captcha_sougou | 搜狗验证码识别（CNN 卷积神经网络） | [百度网盘](https://pan.baidu.com/s/1MLQGnSKKJ-yp03SNWzC72g) 提取码：a7ox |
| gym_cartpole | [监督学习玩转 gym game（NN 神经网络）](https://geektutu.com/post/tensorflow2-gym-nn.html) | |
| gym_cartpole_v2 | [强化学习玩转 gym game（Policy Gradient 策略梯度算法）](https://geektutu.com/post/tensorflow2-gym-pg.html) | |
|gym_mountaincar| [强化学习玩转 gym game（Q-Learning 强化学习）](https://geektutu.com/post/tensorflow2-gym-q-learning.html) | |
|gym_mountaincar_v2| [强化学习玩转 gym game（Deep Q-Learning Network 深度Q网络）](https://geektutu.com/post/tensorflow2-gym-dqn.html) | |
|sklearn| [sklearn中文社区](https://scikit-learn.org.cn/) | |
## refer
>https://github.com/geektutu/tensorflow-tutorial-samples