machine_learning

ML & DL examples

some resources

1. some sites with machine learning codes:

1. BOOK / Hands-on Machine Learning with Scikit-Learn and TensorFlow
2. CN handson ML
3. kaggle
4. learn opencv
5. Awesome Machine Learning
6. Awesome-Pytorch-list
7. 机器学习算法Python实现
8. Tensorflow Codes
9. 100 Days of ML Coding
10. ML-From-Scratch
11. BOOK / DL-From-Scratch
12. BOOK / Machine Learning for OpenCV
13. BOOK / PRML_Matlab
14. BOOK / PRML_Python
15. MachineLearning Python实现
16. 机器学习资源 Machine learning Resources
17. BOOK / 南瓜书PumpkinBook

2. annotation tools

1. LabelMe
2. LabelImg
3. Visipedia Annotation Toolkit

3. ML & DL frameworks

1. Tensorflow
2. Pytorch
3. Keras
4. MXNet
5. caffe
6. scikit-learn
7. opencv-python
8. darknet
9. ChainerCV

4. documents

1. Awesome-TensorFlow-Chinese
2. scikit-learn (sklearn) 官方文档中文版
3. PyTorch 中文文档

5. papers & codes

1. Deep Learning Papers Translation(CV)
2. State-of-the-art result for all Machine Learning Problems

6. courses

1. Udacity