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)
- 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
- Telling Stories with Data
- Causal Inference in R
- Causal Inference - The Mixtape