---
# System prepended metadata

title: 2021 PTHS Google Colab tools
tags: [NLP, tku, ML]

---

# 2021 PTHS Google Colab tools

## 《hackmd》=> 先連到這個頁面喔
reurl.cc/raAe0E


---

## 《Colab 連結》

### 04/09

Tenser Flow example
https://reurl.cc/4ynA0R

first order model
https://colab.research.google.com/drive/1sfF4tL8yXmTmUcvvGznLpuSHlvvRP4U5?usp=sharing

GPT2 Chinese
https://colab.research.google.com/drive/1fQvjgCuyX-9ZrserR53ukc5tHvTvS08u?usp=sharing

### 04/16

<!-- fun section -->
OpenPose
https://colab.research.google.com/drive/1DkoWfgYnDsXQ3c-MGj7ZR1fUm69bJWRq?usp=sharing


<!-- 崇瑞第二天第一個 -->
QA 回答
https://colab.research.google.com/drive/1Bgd3L-839NVZiP3QqWfpkYIufQIm4Rar?usp=sharing


SiamMask
https://colab.research.google.com/drive/1GmZF1XzlgTxuNPMnZXaREpoCPFQtxG3B?usp=sharing

### 04/23

openai/jukebox(GPU, 16GB+ VRAM NEEDED)
https://colab.research.google.com/drive/1DtGqeAGLTp5FxcYxMGPnrcha51qGXAX6?usp=sharing

句子分類
https://colab.research.google.com/drive/1grpTVPHkCxKSqmR1bIx32D89CZ7e__6b?authuser=2#scrollTo=ZCtTclt7VpMv

網頁爬蟲
https://colab.research.google.com/drive/1vZOV1GBnGw72V_9dahX2XrDwo_WSXnCT?usp=sharing
程式碼
https://drive.google.com/file/d/19va3EbQA7O65RbzcDJRGJQCAgRDdS5SY/view?usp=sharing
```from scrapy.spiders import CrawlSpider, Rule
from scrapy.linkextractors import LinkExtractor

class UdnSpider(CrawlSpider):
    name = 'udn'
    custom_settings={
        'DOWNLOAD_DELAY':'3',
        'FEED_EXPORT_ENCODING':'utf-8',
    }
    allowed_domains = ['udn.com']
    start_urls = ['https://udn.com/news/index']
    allow_list = ['news/story/\d+/\d+']
    rules = [Rule(LinkExtractor(allow = allow_list), callback = 'parse_item', follow = True)]
    
    def parse_item(self, response):
        title = response.css('h1.article-content_title::text').get()
        ps = response.css('section.article-content__editor p::text').getall()
        content = ''.join(ps)
        url = response.url
        datetime = response.css('time.article-content__time::text').get()
        author = response.css('span.article-content__author a::text').get()
        yield{
            'title':title,
            'content':content,
            'url':url,
            'datetime':datetime,
            'author':author
        }
```
<!-- 崇瑞第二個 -->
<!-- https://reurl.cc/V3lrdN -->

<!-- YOLO v3
https://colab.research.google.com/drive/1L_kAub93jxAJJCMOQjTDyiHhj1s17yfa?usp=sharing -->

<!-- YOLOv3 and DeepSORT
https://colab.research.google.com/drive/1JxIlUQbBrSjKdlfGpDo2gxeIbYKDhu48?usp=sharing -->

<!-- Pipeline
https://colab.research.google.com/drive/1QP4sRArN5GEwdTAVOn9fNGbXByZGeoP5?usp=sharing -->

<!-- TensorFlow 1
https://colab.research.google.com/drive/1gC0Im0UX2xdseAqZkcgohF41xeY2ZtJb?usp=sharing
TensorFlow 2
https://colab.research.google.com/drive/1D-iNDU7WnxOfmtqHHspUZtBt9DNBfGZL?usp=sharing
TensorFlow 3
https://colab.research.google.com/drive/1E5-1KbX-A2Ze7891Gv4-SmP9nLh-Ncww?usp=sharing
TensorFlow 4
https://colab.research.google.com/drive/1iay8uaVk6i6Q2yXRYbQFThDH25RHXSh-?usp=sharing -->
## 《程式碼範本》
```
# 20210416 檔名:helloworld.ipynb
print("hello world")

myWord = "greeting"
print(myWord)

answer = 1 + 2
print(answer)

answer += 1
print(answer)

classmate = 9
pizza = 0
for range in {classmate}:
    pizza = pizza + 1
print(pizza)

fullPeople = 0
while fullPeople < classmate:
    pizza -= 1
    fullPeople += 1
    print(fullPeople," of all classmates are full.")
```

---

## 補充資料

### 04/09

ReLU sigmoid 激勵函數
![](https://i.imgur.com/6nH2I7l.png)

<!-- openpose
https://github.com/CMU-Perceptual-Computing-Lab/openpose/tree/master/examples/tutorial_api_python -->

### 04/16

#### AI 生成音樂
實作範例
https://youtu.be/iJgNpm8cTE8
原始專案
https://github.com/openai/jukebox/
套件
https://openai.com/blog/jukebox/
<!-- 參考資料
https://github.com/tugstugi/dl-colab-notebooks -->

### 04/23

lyre bird
https://www.descript.com/overdub?lyrebird=true

iis ckip lab demo
https://ckip.iis.sinica.edu.tw/demo

iis ckip lab github
https://github.com/ckiplab


---

<!-- ## 《程式碼範本》
```
# 20210409 檔名:ooxx.py
print("hello world")
``` -->





###### tags: `tku`, `ML`, `NLP`