Difference between revisions of "Reviews"
From Research management course
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==Programming== | ==Programming== | ||
*[Papers with code] | *[Papers with code] | ||
| − | *[https://medium.com/machine-learning-in-practice/over-200-of-the-best-machine-learning-nlp-and-python-tutorials-2018-edition-dd8cf53cb7dc Over 200 of the Best Machine Learning, NLP, and Python Tutorials by Robbie Allen, 2018] | + | *[https://medium.com/machine-learning-in-practice/over-200-of-the-best-machine-learning-nlp-and-python-tutorials-2018-edition-dd8cf53cb7dc Over 200 of the Best Machine Learning, NLP, and Python Tutorials by Robbie Allen, 2018] |
| + | |||
| + | ===Python tutorials and leetcode === | ||
| + | # [[Python: snippets]] | ||
| + | # [https://www.w3schools.com/python/python_scope.asp Python: tutorial] | ||
| + | # [https://github.com/MelLain/mipt-python?tab=readme-ov-file MelLain] | ||
| + | # [https://google.github.io/styleguide/pyguide.html Google Python Style Guide] | ||
| + | # [https://github.com/Garvit244/Leetcode/tree/master Python solution for Leetcode] | ||
| + | # [https://github.com/qiyuangong/leetcode/tree/master Python & JAVA Solutions for Leetcode] | ||
| + | # [https://github.com/mdmzfzl/NeetCode-Solutions/tree/main NeetCode 150] | ||
==Technical communications== | ==Technical communications== | ||
Latest revision as of 20:49, 22 November 2024
Contents
Encyclopediae
- MathWorld Encyclopedia by wolfram
- Encyclopedia of Mathematics wiki by Kluwer Academic Publishers, 2002
- Introduction to Probabilistic Programming by Ayan Das, 2020
Mathematics for machine learning
Functional data analysis
- Math3ma by Thai-Danae Bradley, 2020
- At the Interface of Algebra and Statistics by Tai-Danae Bradley, 2020 (category theory)
- AlgebraNets by Jordan Hoffmann et al., 2020
Statistics
- Overview of data distributions
- The control of the false discovery rate in multiple testing under dependency by Yoav Benjamini and Daniel Yekutieli, 2001
- Conjugate Priors for Generalized Linear Models by Ming-Hui Chen and Joseph G. Ibrahim, 2003
Programming
- [Papers with code]
- Over 200 of the Best Machine Learning, NLP, and Python Tutorials by Robbie Allen, 2018
Python tutorials and leetcode
- Python: snippets
- Python: tutorial
- MelLain
- Google Python Style Guide
- Python solution for Leetcode
- Python & JAVA Solutions for Leetcode
- NeetCode 150
Technical communications
- English Communication for Scientists by Nature Education, 2014
Writing a scientific article: A step-by-step guide for beginnersby F.Ecarnot et al., 2015 in European Geriatric Medicine- 11 steps to structuring a science paper editors will take seriously by By Angel Borja, 2014 in Elsevier connections
- How to Write a GoodScientific Paper by Chris A. Mack, 2018 in SPIE.org
Unsorted
News, sensationalism
- Deep learning: state of the art by Lex Fridman, MIT, 2020
- When Bayes, Ockham, and Shannon come together to define machine learning by Tirthajyoti Sarkar, 2018
- Introduction to Recurrent Neural Networks by Dishashree Gupta, 2017
- Bayes by Backprop (BBB): Robust Neural Networks to Unified theory of Brain? by Jehill Parikh, 2019