1 prepare env 1.1 install funasr python: 3.9.16 kernel: 5.4.0-42-generic here is the two key docs: funasr doc install doc. So, let’s install funasr. pip install torch can not run ok....

1 some concepts 1.1 difference of models Model Regularization Strengths Best Use Scenario SpeechModel24 High Dropout Very robust...

1 params for GPUs English terminolgy Chinese description GPU Chip（GPU芯片） - GPU芯片是图形处理器（GPU）的核心部件，负责图形渲染和计算。 - GPU芯片由多个处理器单元（处理器单元）组成，每个处理器单元负责处理特定类...

Transformer HuggingFace study record to this github repo.

1 clustering intuition 1.1 classification vs clustering In supervised learning, the dataset included both the inputs x as well as the target outputs y. In contrast, in unsupervised learning, you...

1 Introduction 1.1 What is Decision Tree? One of the learning algorithms that is very powerful, widely used in many applications, also used by many to win machine learning competitions is decisio...

0 intuition For an application where you don’t have that much data, transfer learning is a wonderful technique that lets you use data from a different task to help on your application. 1 supervis...

1 usage of computation graph The computation graph is a key idea in deep learning, and it is also how programming frameworks like TensorFlow, automatic compute derivatives of your neural networks....

1 simple history 1.1 simple history timeline So neural networks has started with the motivation of trying to build software to mimic the brain. Work in neural networks had started back in the 19...

1 cost function model cost function Neural Network Name linear regression squared error cost function MeanSquaredError ...