Today, I record some of my own experience in solving data imbalance problem of training model here. It may not be enough for the proficient and expert to refer to, but I hope it can help those who are still unclear on how to do it.
Read More »[PyTorch] Give Different Loss Weights for Different Classification results to Solve the Problem of Data Imbalance
TypeError: not a sequenceWhen using PyTorch to build a deep learning model, I think the above error is the most troublesome. The biggest problem is that this error report basically doesn’t tell what kind of error happened. It’s up to the user to look at his own data format.
Read More »[Solved][PyTorch] TypeError: not a sequence Today when I use PyTorch to build a model, I got an error message:
ValueError: expected sequence of length 300 at dim 1 (got 3)In the past, I once wrote an article describing how I printed the model architect I built using PyTorch. For specific links, please refer to the end of the article.
Read More »[Solved][PyTorch] AttributeError: ‘tuple’ object has no attribute ‘size’
Recently, I want to experiment the execution speed of Linux program, in order to avoid being affected by the memory loading when measuring the speed, some commands are queried to clear the memory.
Read More »[Linux] Use “free” command to Release Memory If we want to determine a data type of variable in Python (such as int, float, bool, str … etc), we may be use isinstance() function instead of type() function.
In Linux system, we often create many automated scripts to help us handle all kinds of work. Today, I need to automatically log in to the remote server on a local host and execute commands on the server.
Read More »[Linux] Use “ssh” Command to log in the Remote Server and Execute Commands If we want to translate a language to another language, many people will open the Google Translate web.
Read More »[Python] Use googletrans Python Package to use Google Translate
When using the Vim editor, it would be too boring if you don’t try to change some theme color with colorscheme.
The Facebook AI team open sourced the chatbot Blender this week. I remembered that this project seemed to have been seen a few years ago? (it to be called ParlAI?)
Read More »[NLP][Python] Try to Use the Latest Open Source Chatbot “Blender” developed by Facebook AI Team