Recurrent neural network (RNN) - Class Review Recurrent neural network is widely used in speech recognition, music generation, sentiment classification, DNA sequence analysis, machine translation, video activity recognition, and name entity recog 2021-11-25 Machine learning Deep learning class review RNN
Introduction of generative adversarial networks (GANs) GANs are widely used in generating new data such as images and sequences by using the training dataset. It can help us enlarge the dataset to balance data for deep learning jobs. The application seems 2021-11-24 Machine learning machine learning gans generative adversarial networks
Some small bugs and features of Deep learning Sometimes, basic concepts are important for us to learn deep learning. I would collect the bugs and features of deep learning in this blog. 2021-11-24 Machine learning Deep learning bugs features
What is knowledge graph and what its relation to deep learning? A knowledge graph (KG) is a method to integrate data using graph connected model. Recently, researchers have shown interest in combining KG with deep learning. 2021-11-24 Machine learning Deep learning knowledge graph
Multithreading PyQt applications with QThreadPool A common problem when building Python GUI applications is "locking up" of the interface when attempting to perform long-running background tasks. 2021-11-24 GUI GUI multithreading pyqt
Programming advanced techniques: naming convention and camelCase There four main types of coding customs to name something in your programs, which are Hungarian notation, camel case, Pascal case and under score case. I would like to use camel case to write my code. 2021-10-13 Git convention interference tricks rules Git
Objective function, loss function and cost function It is not easy to define them because some researchers think there is no difference among them, but the others don't. I want first to conclude about the information I have found. When I become more fa 2021-09-06 Machine learning machine learning 学习笔记 loss function cost function objective function
General thinking about lover relationship I always regard a love relationship as people assisting and caring about each other. But it is not easy to find someone who can selflessly do it. The majority of people think about themselves in their 2021-09-04 Lifetalk relationship lover
Summary for Deep Learning Hosted by Deeplearning.ai Time goes by quickly, and I also accomplished four courses of Deep learning specialization hosted by Deeplearning.ai. The teachear is still Andrew Ng. But at this time, I don't feel sad anymore becaus 2021-09-02 Machine learning Deep learning 学习笔记 class review summary Andrew
