HuggingFace的transformers库提供了各种SOTA开源模型的方案,而且做了整合链,很方便使用。 1 安装 pip install transformers 2 做情感分析任务 数据准备 from transformers import pipeline import numpy as np import pandas as pd import seaborn as sn # prepare data df = pd.read_csv("AirlineTweets.csv") df.head() # df has only 3 fields target / airline_sentiment / text df = df[["airline_sentiment", "text"]].copy() df['airline_sentiment'].hist() df = df[df.airline_sentiment != 'neutral'].copy() target_map = […]