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pycaret

it is a low-code machine learning library in Python that automates machine learning workflow Installation and usage # install pycaret pip install pycaret==2.0 # create notebook kernel linked...

Posted by neverset on November 16, 2020

linux

process monitor htop #installation sudo apt install htop

Posted by neverset on November 16, 2020

recommendation engine

recommandation engine inside postgres madlib self-built engine setup table structure CREATE TABLE orders (id int, product_id int); CREATE TABLE products(id serial, name text); INSERT INTO orders ...

Posted by neverset on November 15, 2020

Fastai

installation !pip install fastai !conda install -c fastai -c pytorch fastai ## library ### fastcore fastscript library for fast scripting from fastscript import *@call_parse def main( msg:P...

Posted by neverset on November 15, 2020

Camelot

camelot allow user to tweak table extraction from pdf. extracted table can be pandas DataFrame or other formats, including JSON, Excel, HTML, and Sqlite. Installation and usage !pip install "came...

Posted by neverset on November 15, 2020

sk-learn

find suitable algorithm classification def create_baseline_classifiers(seed=8): """Create a list of baseline classifiers. Parameters ---------- seed: (optional) An integer to...

Posted by neverset on November 15, 2020

topic modeliing

Methods LDA # initisalise LDA Model lda_model = LatentDirichletAllocation(n_components = 10, # number of topics random_state = 10, # random state ...

Posted by neverset on November 9, 2020

postgresql

traditional RDBMS (relational database management system). Mainly used for relational data, it is object-oriented in nature. useful operation like in dataframe Specify your own custom functions...

Posted by neverset on November 9, 2020

tableau

Installation and usage set up python environments #connect python environment with tableau pip install tabpy #connect jupyter environment with tableau pip install tabpy_client run tabpy run fol...

Posted by neverset on November 7, 2020

dask

Dask is a parallel computing library that works by distributing larger computations and breaking it down into smaller computations through a task scheduler and task workers. it consists of three co...

Posted by neverset on November 7, 2020