This repository contains Python codes for people who're interested in learning Chemometrics using Python as the tool in stead of commercial statistical softwares.The knowledge behind the Python codes are mainly based on the Chemometrics book by Miller [1]. One might find the codes useful in the following application pharmaceutical manfacturing areas:
1. Control Charts (I-MR, or Shewhart charts) for process and quality monitoring (In-Process Control, Finished Product Testing, Stability Testing).
2. Cusum chart for use in microbiological observations.
2. Linear Regression, for analytical method validation or routine testing.
3. Partial least squares regression for FT-NIR.
4. etc
to be continued... read the current draft
This repository contains Python codes for automating the generation of large amount of Word documents. One might find the codes useful when there is a big list of parameters, which need to go into individual Word coument. The scripts contained herein intend to automatic reading parameters from a csv list, and then populating the parameters into Word documents.
to be continued... read the current draft
This repository contains Java codes that is built to realise basic algorithms, eg., bubble sort, finding prime number....
to be continued... read the current draft