Render dataframe as AgGrid table within html
Render dataframe as AgGrid table in html You have view function like below def view_positions_spe...
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Using ag-grid table within django template
How can I use ag-grid table within django template Suppose you want to render a simple data, whic...
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Preparing portfolio tree
Preparing portfolio tree In Asset Management, big companies manage hundreds of portfolios. And th...
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ETL (Extract Transform Load) tidbits
Loading csv files into dataframe You might think loading csv files into dataframe is as simple as...
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How I applied factory pattern to query prices
What is factory pattern Tying your code to a concrete class can make it more fragile and less fle...
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Clustering messages
This is a use case where I am dealing with hundreds or thousands of messages, i.e. text, and I wa...
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Python text utilities
In Python you always work with texts. And you want to do many things with texts. You want to join...
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Pandas utilities
When working with pandas dataframes you may find below utilities useful. These perform things lik...
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Python list related utilities
Often in Python you work with lists and often you will be doing tasks like finding difference bet...
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Querying database in chunks
Sometimes you want to fetch data from a table using SQL like "SELECT * FROM some_table WHERE some...
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Date time utils
Below are some date time utils I found useful import pandas as pd import numpy as np import datet...
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Powerful ConfigDict
Powerful ConfigDict Here I introduce ConfigDict which implements dictionary-like structure. Unlik...
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Value of writing super simple functions
I write python code at work to make my life easier. I help implement Asset Management Analytics c...
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Multi Armed Bandit
Introduction Reinforcement Learning (RL) sets a different stage compared to other types of machin...
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Extracting Rakuten orders history into a tabular data using python selenium
Introduction Everything you buy on rakuten (https://www.rakuten.co.jp/) is saved into orders hist...
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jQuery basics
jQuery introduction You can include jQuery CDN in your code and then you are able to use it You c...
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BeautifulSoup use cases
Use case 1 : read anchored links of interest from a url I have a url of an html page that contain...
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pandas DataFrame
Introduction I would like to introduce important features of pandas DataFrames. My article will r...
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Data Visualization with pandas
Bar plot Bar plots are useful to visualize relationship between a categorical and numerical varia...
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Understand im2col
What is im2col im2col is an important function used in CNN, Convolutional Neural Networks, which ...
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