Electron microscopy
 
Python Automation and Machine Learning for ICs: Chapter Y
- Python Automation and Machine Learning for ICs -
- An Online Book: Python Automation and Machine Learning for ICs by Yougui Liao -
Python Automation and Machine Learning for ICs                                                                                   http://www.globalsino.com/ICs/        


Table of Contents/Index 
Chapter/Index: Introduction | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | Appendix

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Clusters (Kubernetes, Apache Mesos, Spark Standalone, Apache Hadoop YARN) in Apache Spark Introduction
YOLOv8 (You Only Look Once, version 8) Introduction
Analyzing Data in Hadoop (HDFS, YARN, Apache Hive, Pig, HBase, Spark) Introduction
Leveraging precision, speed, and automation: Integrating Mask R-CNN and YOLOv8 Introduction
Data Storage in Hadoop (HDFS, HBase and YARN) Introduction
Predicted values (ŷ, y^) Introduction
YAML sorting in Python Introduction
Write Python objects into YAML format file Introduction
Transfer data from Python module to a YAML file Introduction
YAML (.yml) reading in Python Introduction
y axis values are not ordered (disordered) Introduction
Plot graph/figure/image from CSV file/DataFrame by removing/hiding blank/empty cells with axis range (plt.xlim()/plt.ylim()) Introduction
Change date/month/year format Introduction
Plot figures with date/month/year Introduction
Sort dates/year/month by order Introduction
Machine learning in yield analysis in semiconductor manufacturing Introduction
Download Youtube video Introduction
Sort DataFrame by dates/year/month order Introduction
y-coordinate (code)
Yield improvement of of ICs Introduction
year, month, date, hour, minute, and second "datefmt='%Y-%m-%d %H:%M:%S')": year, month, date, hour, minute, and second. Instruction.
ylim y-axis limits
xy= code.
xytext= code.
.ylim() (code)
.ylabel() (code)
hotkey('y') Introduction
Text classification/sort/prediction, train/test e.g. Youtube spam Introduction
API (Application Programming Interface), e.g. weather, temperature Introduction
Convert a CSV file to an image with one column and another column as x-axis and y-axis, respectively. code.
Option/selection/choice methods ("pop-up windows of Yes and No ") Introduction
Markers (e.g. color cross, scatter, and circles) at specific coordinates with x- and y-axis Matplotlib
Find/search birthyear by name code
matplotlib.pyplot axis/text color (xticks, rotation, xlabel, ylabel, title, fontsize, grid(), legend(), show()) Introduction
YAKE (Yet Another Keyword Extractor) Introduction

 

 

 

 

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