5 Python Decorators I Use in Almost All My Data Science Projects

 5 Python Decorators I Use in Almost All My Data Science Projects | Towards Data Science

ChatGPT and Other Transformers: How to Select Large Language Model for Your NLP Projects

 ChatGPT and Other Transformers: How to Select Large Language Model for Your NLP Projects | by Alina Zhang | Feb, 2023 | Medium

Comparison among best Text to Image AI generation with examples

Comparison among bestText to Image AI generation 

 Here are some results for "every success starts from small steps"

1) Dalle E 2, https://openai.com/dall-e-2/

2) pixray, https://replicate.com/pixray/text2image

This website has the engineering feeling. It outputs training result while generating images. 

3:  DeepAI, https://deepai.org/machine-learning-model/cyberpunk-generator

4: fotor: https://www.fotor.com/features/ai-image-generator/

5) Night Cafe, https://creator.nightcafe.studio/my-creations

6)  Craiyon,(Formerly DALL-E Mini), https://www.craiyon.com/

7) StarryAI, https://starryai.com/app/my-creations

Their UI is a little crappy. It did not generate an image at my first try.

D3.js load error

 The error is:

Access to XMLHttpRequest at 'file:///D:/project/my_project/templates/data.csv' from origin 'null' has been blocked by CORS policy: Cross origin requests are only supported for protocol schemes: http, data, isolated-app, chrome-extension, chrome, https, chrome-untrusted.

1) Go to the developer tools (F12 in the browser), then select the three dots in the upper right corner, and go to Settings.

Then, look for Sources, and disable the options:

• "Enable JavaScript source maps"
• "Enable CSS source maps"

2) Disable AdBlock.

My chrome does not have settings as approach 1. 

The second approach works on my computer.

In terms of file folder and file path, check this youtube: https://www.youtube.com/watch?v=0XWyw4mbGEM

D3.JS tutorial

after playing with google Looker for my project, I decided to warm up my D3.js skill in case there is a need.

With D3.js and flask, we can build a beautiful website easily.

 https://d3-graph-gallery.com/about.html

Principles & Best practices of REST API Design

 https://blog.devgenius.io/best-practice-and-cheat-sheet-for-rest-api-design-6a6e12dfa89f

9A statistics

COUNTY      ZIPCODE
Howard      20759        263
            20777        887
            20833         89
            21029       6519
            21036        513
            21042      19988
            21043       2853
            21044        527
            21104       2839
            21163       3572
            21723        849
            21737       1714
            21738       2962
            21765         21
            21771       2619
            21784       2014
            21794       2136
            21797       5149
Montgomery  20842          4
            20871       4144
            20872       7159
            20876         11
            21770          2
            21771        169

---------------------------------------------------------

OUNTY      CITY           
Howard      BROOKEVILLE           89
            CLARKSVILLE         6519
            COLUMBIA             527
            COOKSVILLE           849
            DAYTON               513
            ELLICOTT CITY      22841
            FULTON               263
            GLENELG             1714
            GLENWOOD            2962
            HIGHLAND             887
            LISBON                21
            MARRIOTTSVILLE      2839
            MT. AIRY            2619
            SYKESVILLE          2014
            WEST FRIENDSHIP     2136
            WOODBINE            5149
            WOODSTOCK           3572
Montgomery  CLARKSBURG          4144
            DAMASCUS            7159
            DICKERSON              4
            GERMANTOWN            11
            MONROVIA               2
            MOUNT AIRY             3
            MT AIRY              166