• Project Address

returing.returing.classifier.tree

Basic Tree-based Machine Learning Methods.

• Project Address

returing.returing.nn

Returing autograd-supported deep learning framework is a simple framework to build deep learning cores from scratch.

There're four core elements of this framework.

• Tensor
• Operation
• Model(Operation)
• Optimizer(Tensor)

The Tensor and Operation Part are the two Building Blocks of the computational graph which is actually a tensor-flow(operation) graph.

Base building block. The object with data, including the Input data and data Obtained from some specific operation.

The way to process the data, including forward and backward propagation.

Abstract package of tensors and operations.

The way to update parameters, let the project approximate our target as much as possible.