/machine-learning-notes

Personal notes on machine learning and computer science

Primary LanguageJupyter Notebook

Machine Learning Notes

My personal notes and study guides.

├── data-structures
│   ├── Lists.ipynb
│   └── Primitives.ipynb
├── deep-learning
│   └── feedforward-network.ipynb
└── shallow-learning
    ├── naive-bayes-classifier.ipynb
    └── random-forests.ipynb

"Shallow" learning and dimensionality reduction

  • Random Forest
  • XGBoost
  • PCA

Deep learning and their applications

  • Feedforward neural network
  • CNN
  • LSTM

Data structures and Algorithms