2018, Computational Nuclear Engineering and Radiological Science Using PythonRyan G. McClarren Chapter Mechanical engineering principles 1.4.1.4 Logarithmic decrement A way to determine the amount of damping in a system is to measure the rate of decay of successive oscillations. This is expressed by ...
nodeBox linguistics - conjugation, inflection in javascript reText - very impressive text utilities in javascript superScript - conversation engine in js jsPos - javascript build of the time-tested Brill-tagger spaCy - speedy, multilingual tagger in C/python Prose - quick tagger in Go by...
If installing the python 3 version on Ubuntu, you may need to use sudo apt-get install libmysqlclient-dev fromnlpreimporttitlecaps,dedash,identify_parenthetical_phrasesfromnlpreimportreplace_acronyms,replace_from_dictionarytext=("LYMPHOMA SURVIVORS IN KOREA. Describe the correlates of unmet needs ""...
We evaluate our approach on issue tickets from projects written in C++, Java, JavaScript, PHP, and Python. Our approach achieves ROC-AUC scores between 0.92 and 0.96 for language-specific models. A multi-language model trained on the issue tickets of all languages achieves ROC-AUC scores ...
Data analysis was performed in Python using the scikit-learn open source library49. The MEG and fMRI data were processed using MNE-Python92, nilearn91 and freesurfer86. The natural language processing algorithms were trained using the implementation from the XLM github repository (https://github....
Volcano plots were created using the R language ggplots2 package and plot_volcano from soothsayer (https://github.com/jolespin/soothsayer) in Python v. 3.6.6. Heatmaps were produced by R language and the Pheatmap software package (https://rdrr.io/cran/pheatmap/). Euclidean and complete ...
https://medium.com/@fzammito/whats-considered-a-good-log-loss-in-machine-learning-a529d400632d log loss 特别大的话该如何解决? 使用model.predict_proba() 而不是 model.predict() 两者区别: predict() 返回的是预测的分类结果:0或者1(二分类) ...
Implementation of all methods can be found in the Python library for topic modeling gensim [43]. Download: Download high-res image (119KB) Download: Download full-size image Fig. 4. Distributed bag of words model for paragraph vector (PV-DBoW). 4.2.2. Custom neural networks: embedding laye...
This chapter provides a general overview of research methods used in the analysis of both spoken and written discourse. In addition, it provides a specific overview of how natural language processing (NLP) tools that measure lexical, syntactic, rhetorical, and cohesion features of text can be used...
Table 2. Number of scenarios suggested in the development of global and specific classification models considering the effect of seasonality and beam modes. All steps of the applied methodology were performed with Python language, using several libraries such as Numpy, Matplotlib, Pandas, Scikitlearn...