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cortex

cortex helps automate all of our cloud infrastructure for inference by spinning up a Cortex cluster

Posted by neverset on October 31, 2020

bash

common usages check available shell cat /etc/shells #check current shell echo $SHELL multiline comments use : ‘ and ‘ for multiline comments Here Document The content between the two delimiters...

Posted by neverset on October 24, 2020

streamlit

Streamlit is the first application development framework specifically for machine learning and data science teams. It is the fastest way to develop custom machine learning tools. $ pip install --u...

Posted by neverset on October 24, 2020

Machine Learning Interpretability

Regarding model interpretability, in addition to linear models and decision trees, which are inherently well interpretable, many models in sklean have the importance interface, and you can view the...

Posted by neverset on October 24, 2020

tensorflow dataset

TensorFlow Datasets provides many public datasets as tf.data.Datasets load dataset #pip install tensorflow-datasets import tensorflow_datasets as tfds mnist_data = tfds.load("mnist") mnist_train,...

Posted by neverset on October 16, 2020

tensor visualizaion

Tensorsensor the library to debug tensor operation dimension is called TensorSensor Augments the exception object’s message created by the underlying tensor library. Gives a visual representa...

Posted by neverset on October 11, 2020

seaborn

figure-level function fast solution to make a plot axes-level function solution to make arbitrarily complex plot customerization #oritinal implementation import matplotlib.pyplot as plt import s...

Posted by neverset on October 11, 2020

Database

NoSQL NoSQL database stores data in key-value pairs, wide column, graph, or document. NoSQL is more scalable than RDB, and can make full use of distributed systems to improve read and write perfor...

Posted by neverset on October 11, 2020

web crawling

selenium selenium is a test framework for web application, which can also be used in web crawling. drawback: speed too low, version configuration, driver update, cookies storage pyppeteer puppeteer...

Posted by neverset on October 4, 2020

Notificaiton

notification methods there are multiple ways to get notified when a job a done beep import os def make_noise(): '''Make noise after finishing executing a code''' duration = 1 # seconds ...

Posted by neverset on October 4, 2020