Google Bert model
Environment and installation
Google Bert model download address: https://github.com/google-research/bert Environmental requirements: TensorFlow 1.11.0, python 2 and or Python 3 (TensorFlow 1.12.0, python 3.6 are actually operable)
First, download the relevant files on github, ...
Posted by Qnuts on Sat, 18 Sep 2021 20:44:48 -0700
The reason for writing this article is that after embedding with SVD and deepwall in a recommended task, the effect of the model has been improved, and the application of SVD is beyond the knowledge of dimension reduction and there is a lot to think about, so some methods of SVD and embedding are summarized.
1. Singular Value Decomposition SVD ...
Posted by EsOne on Sat, 18 Sep 2021 04:18:58 -0700
1. jieba Chinese word segmentation
text = "In most cases, vocabulary is the basis of our understanding of sentences and articles, so we need a tool to decompose the complete text into finer grained words."
cut_result = jieba.cut(text, cut_all=True) # Full mode
print("\n Full mode : " + "/ ".join(cut_result))
Posted by bgomillion on Sat, 18 Sep 2021 04:13:59 -0700
1. Download jieba participle and wordcloud
Pip3 install jieba (3 may need to be removed)
2. Open + name the text to generate word cloud
Use with open as
Import custom dictionary (load_userdict; sep_list)
4. Statistics of word frequency
Define an empty dictionary; Use cycle &nb ...
Posted by TutorMe on Fri, 17 Sep 2021 16:10:35 -0700
Tip 1: Learning Address Point Here Tip 1: Word embeddings: how to transform text into numbers
_Task01 mainly uses RNN framework (note: this paper does not give a detailed explanation of RNN principles), IMDB dataset to build a Baseline model of text affective analysis tasks.
1. Model building process
1.1 Data Preprocessing
Posted by semtex on Wed, 15 Sep 2021 09:34:10 -0700
The relationship between data-driven testing and automation:
It's not about automated testing, it's about data-driven testing.On the premise of automated testing, data-driven testing is a way to optimize code. - The intent of automated testing is to maintain automated scripts.
Common automated test patterns
Data Driven ...
Posted by shiggins on Sat, 11 Sep 2021 14:43:06 -0700
1. faiss role
The general solution to the problem of similarity retrieval for TopK is violent retrieval, which iterates through all vectors to compute similarity and derive TopK. However, when the number of vectors is large, this method and its time-consuming, Faiss's appearance solves this problem well.
2. Introduction to faiss
The full nam ...
Posted by hjunw on Sat, 04 Sep 2021 09:27:17 -0700