Semiconductor-Process-Control-ECE6455-A

Semiconductor Process Control (ECE6455-A) @ Georgia Institute of Technology, Atlanta, GA, USA

(Course Instructor: Prof. Linda Milor)

Code repository consists of time-saving executable tools (Jupyter Notebook, MATLAB) related to the course to understand HWs better. Codes are based upon course lectures (not included in repository) and weekly-HWs.

ARESLab toolbox: http://www.cs.rtu.lv/jekabsons/regression.html (GNU GPL license)

Manual: ARESLab.pdf http://www.cs.rtu.lv/jekabsons/regression.html

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
ARESLab/ARESLab		ARESLab/ARESLab
ANOVA (1).ipynb		ANOVA (1).ipynb
ANOVA_Validation (1).ipynb		ANOVA_Validation (1).ipynb
Control Limits.ipynb		Control Limits.ipynb
Factorial Design-without duplicate runs.ipynb		Factorial Design-without duplicate runs.ipynb
Factorial Design.ipynb		Factorial Design.ipynb
Fractional factorial design (Custom resolution).ipynb		Fractional factorial design (Custom resolution).ipynb
Fractional factorial design 2^(N-1) [Max resolution N].ipynb		Fractional factorial design 2^(N-1) [Max resolution N].ipynb
Importance Sampling.ipynb		Importance Sampling.ipynb
LICENSE		LICENSE
LJ_MARS.m		LJ_MARS.m
LinReg - 1var, 1param.ipynb		LinReg - 1var, 1param.ipynb
LinReg - 1var, 2param.ipynb		LinReg - 1var, 2param.ipynb
LinReg - 2var, 2param.ipynb		LinReg - 2var, 2param.ipynb
MARS HW Q1 data.xlsx		MARS HW Q1 data.xlsx
MARS HW Q2 data.xlsx		MARS HW Q2 data.xlsx
MARS example (1).xlsx		MARS example (1).xlsx
MARS example.xlsx		MARS example.xlsx
MARS_example.m		MARS_example.m
MARS_example2.m		MARS_example2.m
PCA.ipynb		PCA.ipynb
Probability Distributions and Hypothesis Testing.ipynb		Probability Distributions and Hypothesis Testing.ipynb
README.md		README.md
RSM.ipynb		RSM.ipynb
Taguchi Quiz.ipynb		Taguchi Quiz.ipynb
Taguchi.ipynb		Taguchi.ipynb
ece6455hw.pdf		ece6455hw.pdf
ece6455spreadsheet.xlsx		ece6455spreadsheet.xlsx

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