Open Access Scientific Resources

Preprint papers

• [[https://unpaywall.org/]]

• arXiv: Papers on many fields such as physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics

• medRxiv: Papers on Health Sciences

• Papers with Code: Link to the arXiv paper + implementations available

• bioRxiv: Papers on life sciences

• Europe PMC: Papers on life sciences

• OSF: Papers on many fields

Open Access Journals

• MDPI Journals: More than 100 open access journals

• IEEE Access: open access journal from the Institute of Electrical and Electronics Engineers (IEEE.md)

• Archive.org Journals: collection of open access journals from many publishers

Open Books

• Reproducible Medical Research with R

• Mathematics for Machine Learning

• Information Theory, Inference, and Learning Algorithms

• NIST/SEMATECH e-Handbook of Statistical Methods

• Bayes Rules# An Introduction to Applied Bayesian Modeling

• Modern Data Science with R

• Circular Visualization in R

• [[https://github.com/mattansb/Practical-Applications-in-R-for-Psychologists]]

• Trustworthy Machine Learning

• Introduction to Probability for Data Science

• Problem Solving with Algorithms and Data Structures using Python

• Data Science at the Command Line

• Hands-On Machine Learning with R

• R for Clinical Study Reports and Submission

• Introduction to Information Retrieval

• Feature Engineering and Selection