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jotai

Jotai is a state management library for React that will save you from boilerplate tears with its minimalistic API(when implementing Redux is the amount of boilerplate code that you need to write in...

Posted by neverset on December 23, 2020

jenkins

Posted by neverset on December 22, 2020

causal effect analysis

we could be able to analyze whether one variable have an impact on another variable linear fitting import tensorflow as tf linear_model = tf.keras.Sequential([ layers.Dense(units=1, use_bias...

Posted by neverset on December 22, 2020

metaflow

a data science framework developed at Netflix that enables developers to define machine learning pipelines as dataflows python interface client for versioning and analytics out of the box

Posted by neverset on December 16, 2020

python logging

usually logging module is used to make python logs in files , console and elastic search import logging import sys from os import makedirs from os.path import dirname, exists from cmreslogging.ha...

Posted by neverset on December 13, 2020

makefiles

makefile basics compiler available: gcc(win, linux), clang(mac). define dependencies for make target target: dependency cmake basics set variable set(EXECUTABLE_NAME Executable) ...

Posted by neverset on November 28, 2020

pytest

usage features Filter warnings create a file called pytest.ini with following contents [pytest] addopts = -p no:warning Print the intermediate Output include -s at the end of pytest command rep...

Posted by neverset on November 22, 2020

mlops

this post is mainly purposed for Continuous Delivery for Machine Learning on local laptop relevant technologies Mlflow MLflow is an open source platform to manage the ML lifecycle, including exper...

Posted by neverset on November 22, 2020

distributed filesystem

simpliest distributed implementation is NFS with Helm chart, but there are some limitations such as share storage between pods and poor scaling ability GlusterFS and CephFS open-source software-d...

Posted by neverset on November 16, 2020

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