Created

2018/07/23

Updated

2019/05/11

Description

Miscellaneous Algorithm Implement

Framework

• Tensorflow
• MXNet
• XGBoost
• PyTorch
• SKLearn

Structure

└─Colab # Google Colab Platform, learn basic data analysis.
│   ├─titanic
│   ├─boston
│   └─taxi
└─DigitsClassification   # Handwrittern digital classification Demo
│   ├─GluonVersion       # Basic 2-layer network
│   └─TensorflowVersion  # LeNet-5
├─LPA                    # Label propagation algorithm(knn、rbf)
├─Scripts                # The crawler script
├─SKLearn                # includes basic AL + SSL scripts so far
├─TensorFlow             # includes basic Tensorflow scripts
└─torch                  # includes basic PyTorch scripts