machine-learning-self-learning-code

I am learning machine learning all by myself. And I really want to record every machine-learning algorithm I have learned by uploading my self-made python code for each algorithm. Hopefully I can enjoy myself through the study and help myself achieve the goal of becoming a great data scientist! I have recently knew how to build file folder in the repository and I have classified some of my python scripts which will help clear my thoughts and help me find my files more efficiently! Hope you guys can help me build this branch and enjoy the fun of acquiring machine learning knowledge!!!

Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
KNearestNeighbors		KNearestNeighbors
Supervised-learning with scikit-learn		Supervised-learning with scikit-learn
Unsupervised Learning in Python		Unsupervised Learning in Python
machine learning projects		machine learning projects
machine learning with tree-based models in python		machine learning with tree-based models in python
KNN self-learning.py		KNN self-learning.py
KNN using scikit-learn(traditional version).py		KNN using scikit-learn(traditional version).py
Machine Learning with Tree-Based Models in Python__Bagging and Random Forests.py		Machine Learning with Tree-Based Models in Python__Bagging and Random Forests.py
Machine Learning with Tree-Based Models in Python__Boosting.py		Machine Learning with Tree-Based Models in Python__Boosting.py
Machine Learning with Tree-Based Models in Python__Classification and Regression Trees.py		Machine Learning with Tree-Based Models in Python__Classification and Regression Trees.py
Machine Learning with Tree-Based Models in Python__Model Tuning.py		Machine Learning with Tree-Based Models in Python__Model Tuning.py
Machine Learning with Tree-Based Models in Python__The Bias-Variance Tradeoff.py		Machine Learning with Tree-Based Models in Python__The Bias-Variance Tradeoff.py
README.md		README.md
Supervised Learning with scikit-learn-Classification.py		Supervised Learning with scikit-learn-Classification.py
Supervised Learning with scikit-learn-Fine-tuning your model.py		Supervised Learning with scikit-learn-Fine-tuning your model.py
Supervised Learning with scikit-learn-Preprocessing and pipelines.py		Supervised Learning with scikit-learn-Preprocessing and pipelines.py
Supervised Learning with scikit-learn-Regression.py		Supervised Learning with scikit-learn-Regression.py
Unsupervised Learning in Python--Clustering for dataset exploration.py		Unsupervised Learning in Python--Clustering for dataset exploration.py
Unsupervised Learning in Python--Decorrelating your data and dimension reduction.py		Unsupervised Learning in Python--Decorrelating your data and dimension reduction.py
Unsupervised Learning in Python--Discovering interpretable features.py		Unsupervised Learning in Python--Discovering interpretable features.py
Unsupervised Learning in Python--Visualization with hierarchical clustering and t-SNE.py		Unsupervised Learning in Python--Visualization with hierarchical clustering and t-SNE.py

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