TechWeekly-14 每周有趣有用的技术分享

LoveIt

https://github.com/dillonzq/LoveIt

比现在我用的PaperMod更简洁美观的hugo主题

DataWrapper

https://www.datawrapper.de/

可视化工具网站，操作简洁，好用

frappe

https://github.com/frappe/frappe

消除 97.42%* 的软件开发工作

Parrot_Paraphraser

每年上半年都是毕业季，学生都会为论文降重倍感煎熬。

一个实用且功能丰富的句子改写（可以将低英文论文重复率）框架，以文本形式增强人类意图，为会话引擎构建健壮的 NLU 模型。由 Prithiviraj Damodaran 创建。

from parrot import Parrot
import torch
import warnings
warnings.filterwarnings("ignore")

''' 
uncomment to get reproducable paraphrase generations
def random_state(seed):
  torch.manual_seed(seed)
  if torch.cuda.is_available():
    torch.cuda.manual_seed_all(seed)

random_state(1234)
'''

#Init models (make sure you init ONLY once if you integrate this to your code)
parrot = Parrot(model_tag="prithivida/parrot_paraphraser_on_T5")

phrases = ["Can you recommed some upscale restaurants in Newyork?",
           "What are the famous places we should not miss in Russia?"
]

for phrase in phrases:
	print("-"*100)
  print("Input_phrase: ", phrase)
  print("-"*100)
  para_phrases = parrot.augment(input_phrase=phrase, use_gpu=False)
  for para_phrase in para_phrases:
   print(para_phrase)

Run

----------------------------------------------------------------------
Input_phrase: Can you recommed some upscale restaurants in Newyork?
----------------------------------------------------------------------
list some excellent restaurants to visit in new york city?
what upscale restaurants do you recommend in new york?
i want to try some upscale restaurants in new york?
recommend some upscale restaurants in newyork?
can you recommend some high end restaurants in newyork?
can you recommend some upscale restaurants in new york?
can you recommend some upscale restaurants in newyork?
----------------------------------------------------------------------
Input_phrase: What are the famous places we should not miss in Russia
----------------------------------------------------------------------
what should we not miss when visiting russia?
recommend some of the best places to visit in russia?
list some of the best places to visit in russia?
can you list the top places to visit in russia?
show the places that we should not miss in russia?
list some famous places which we should not miss in russia?

中文不能直接用，不过也有解决思路。