# Python-AI
#### 介绍
Python与人工智能实践 (鲁东大学信电学院人工智能教研室)
讲解视频已经上传到B站 可以搜索关注 bugyu_ld
#### 算法篇
1. KNN (K近邻分类器)
讲解视频:https://www.bilibili.com/video/BV1HX4y137TN/
2. DecisionTree(决策树分类器)
讲解视频:https://www.bilibili.com/video/BV1mK4y1U79E
3. NaiveBayes(朴素贝叶斯分类器)
讲解视频:https://www.bilibili.com/video/BV1oX4y137p9
4. Kmeans(K均值聚类算法)
5. GMM(高斯混合模型)
Kmeans+GMM讲解视频:https://www.bilibili.com/video/BV1oy4y147L8/
6. DensityPeak(密度峰值聚类算法)
讲解视频:https://www.bilibili.com/video/BV1Yy4y1h7gG
7. logisticRegression(逻辑回归分类算法)
讲解视频:https://www.bilibili.com/video/BV1pK411w7ke/
8. BP-NN(BP神经网络)
讲解视频:https://www.bilibili.com/video/BV1iy4y1t7nx
增加relu激活函数
讲解视频:https://www.bilibili.com/video/BV1Pb4y1C7YF/
mnist数据下载地址: 链接:https://pan.baidu.com/s/1LBjlGiphP5mx7h3EfuCO7A
提取码:pqzl
9. 算法篇小节与Numpy简介
讲解视频:https://www.bilibili.com/video/BV1KZ4y1c7Eb
10. HMM(隐马尔科夫模型)
(1) HMM简介与前向后向算法
视频讲解:https://www.bilibili.com/video/BV15q4y1j7oH/
(2) 维特比译码 (Viterbi)
视频讲解:https://www.bilibili.com/video/BV1Yh411e7cS/
(3) HMM 模型训练(鲍姆-韦尔奇算法 Baum-Welch )
视频讲解:https://www.bilibili.com/video/BV1M54y157TS/
(4) GMM-HMM
视频讲解:https://www.bilibili.com/video/BV1o64y1R71e/
(5) hmmlearn的使用
视频讲解:https://www.bilibili.com/video/BV1Hh411Y7rn/
11. 基于GMM-HMM的孤立词识别(GMMHMM-Speech)
讲解视频1:利用hmmlearn实现
https://www.bilibili.com/video/BV1KV411W7YQ/
讲解视频2:利用修改的GMM-HMM模型实现
https://www.bilibili.com/video/BV1ky4y1M7rM/
12. DBSCAN 聚类算法
讲解视频:https://www.bilibili.com/video/BV1vL41147Ah/
13. 数据降维 (dimension-reduce)
(1) PCA 降维
视频讲解: https://www.bilibili.com/video/BV1n34y1D7xV/
(2) MDS 降维
视频讲解: https://www.bilibili.com/video/BV11U4y1A71u/
(3) Kernel PCA 降维
视频讲解: https://www.bilibili.com/video/BV1xu411f7xp/
(4) ISOMAP 算法
视频讲解:https://www.bilibili.com/video/BV1hL4y1z7Lw/
(5) LLE 算法
视频讲解:https://www.bilibili.com/video/BV14g411F7Je/
(6) T-SNE算法
视频讲解:https://www.bilibili.com/video/BV1cU4y1w74A/
mnist 数据下载:
链接:https://pan.baidu.com/s/1I0nCDC7JvKkLhB4IIAHYVg
提取码:x2pu
#### 应用篇
1. OpenCV简介(给小猫加眼镜)
视频讲解:https://www.bilibili.com/video/BV1zK4y1K7wt/
字库文件下载地址:
链接:https://pan.baidu.com/s/1el4uiqXK4nSsKfYGnif1lw
提取码:ovd3
2. Scanner 基于tesseract的文件扫描仪
讲解视频 : https://www.bilibili.com/video/BV1cB4y1A7yS/
tesseract 安装文件以及简体中文识别模型下载地址:
链接:https://pan.baidu.com/s/1hkTqLjDcQ6NEaf0bV27VsQ
提取码:xjos
3. facedetect 基于Dlib的人脸及关键点检测+简单特效
讲解视频:
https://www.bilibili.com/video/BV1hb4y1D7kt
关键点检测模型下载:
链接:https://pan.baidu.com/s/1om55sY4XAgd24ww6Ds-4WA
提取码:6emc
4. face_recongize 基于Dlib的人脸识别
讲解视频: https://www.bilibili.com/video/BV1mK4y1P7kP/
模型下载:
链接:https://pan.baidu.com/s/1qkluZ6fffk8gnlnN7LUJ6Q
提取码:4vtf
5. image classification 基于tflite的图像分类
讲解视频: https://www.bilibili.com/video/BV1KQ4y1o7Vc/
6. object detection 基于tflite的目标检测
讲解视频: https://www.bilibili.com/video/BV1To4y1m7c7/
7. Posnet 基于POSnet的目标检测与动作识别
视频讲解:https://www.bilibili.com/video/BV1S5411u7BB/
模型下载:https://pan.baidu.com/s/1cCLUPqNvQc7-iiYc7AaBjw
提取码:34c0
8. StyleTransform 图像风格转换
视频讲解:https://www.bilibili.com/video/BV1fK4y1G7Fh/
模型下载: 模型下载:链接:https://pan.baidu.com/s/1vFureC3UIPS226GqfP9HgA
提取码:asgh
没有合适的资源?快使用搜索试试~ 我知道了~
温馨提示
人工智能(Artificial Intelligence),英文缩写为AI。 [21]是新一轮科技革命和产业变革的重要驱动力量, [23]是研究、开发用于模拟、延伸和扩展人的智能的理论、方法、技术及应用系统的一门新的技术科学。 人工智能是智能学科重要的组成部分,它企图了解智能的实质,并生产出一种新的能以与人类智能相似的方式做出反应的智能机器。人工智能是十分广泛的科学,包括机器人、语言识别、图像识别、自然语言处理、专家系统、机器学习,计算机视觉等。 人工智能大模型带来的治理挑战也不容忽视。 [41]马斯克指出,在人工智能机器学习面具之下的本质仍然是统计。 [35]营造良好创新生态,需做好前瞻研究,建立健全保障人工智能健康发展的法律法规、制度体系、伦理道德。 [41]着眼未来,在重视防范风险的同时,也应同步建立容错、纠错机制,努力实现规范与发展的动态平衡
资源推荐
资源详情
资源评论
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![doc](https://img-home.csdnimg.cn/images/20210720083327.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![pdf](https://img-home.csdnimg.cn/images/20210720083512.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![docx](https://img-home.csdnimg.cn/images/20210720083331.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![docx](https://img-home.csdnimg.cn/images/20210720083331.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![pdf](https://img-home.csdnimg.cn/images/20210720083512.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
收起资源包目录
![package](https://csdnimg.cn/release/downloadcmsfe/public/img/package.f3fc750b.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/BMP.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/JPG.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
![file-type](https://csdnimg.cn/release/download/static_files/pc/images/minetype/UNKNOWN.png)
共 343 条
- 1
- 2
- 3
- 4
资源评论
![avatar-default](https://csdnimg.cn/release/downloadcmsfe/public/img/lazyLogo2.1882d7f4.png)
![avatar](https://profile-avatar.csdnimg.cn/e5a25dfdacd447e4940761a406aff757_gefangenes.jpg!1)
野生的狒狒
- 粉丝: 3368
- 资源: 2395
上传资源 快速赚钱
我的内容管理 展开
我的资源 快来上传第一个资源
我的收益
登录查看自己的收益我的积分 登录查看自己的积分
我的C币 登录后查看C币余额
我的收藏
我的下载
下载帮助
![voice](https://csdnimg.cn/release/downloadcmsfe/public/img/voice.245cc511.png)
![center-task](https://csdnimg.cn/release/downloadcmsfe/public/img/center-task.c2eda91a.png)
最新资源
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
![feedback](https://img-home.csdnimg.cn/images/20220527035711.png)
![feedback](https://img-home.csdnimg.cn/images/20220527035711.png)
![feedback-tip](https://img-home.csdnimg.cn/images/20220527035111.png)
安全验证
文档复制为VIP权益,开通VIP直接复制
![dialog-icon](https://csdnimg.cn/release/downloadcmsfe/public/img/green-success.6a4acb44.png)