zlxy9892 / Ml_code
Licence: apache-2.0
A repository for recording the machine learning code
Stars: ✭ 75
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ml_code
A repository for recording machine learning code, including basic ml algorithms by using python (numpy). Also some very useful codes of scikit-learn and tensorflow.
1 basic algorithms practice
- knn
- liner regression
- gradient descent demo
- logistic regression
- decision tree
- regression tree
- bayes classifier
- neural network
- clustering: k-means
- PCA
- SVD
- aprior
2 sklearn practice
3 tensorflow practice
simple tensorflow practice (13 steps)
4 some practical cases
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