/machine_learning

ML & DL examples

Primary LanguagePythonMIT LicenseMIT

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