Update and add index

terminal/math

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-            Awesome Math !Awesome (https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) (https://github.com/sindresorhus/awesome)
+                                   Awesome Math !Awesome (https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) (https://github.com/sindresorhus/awesome)
 
 A curated list of awesome mathematics resources.
 
 All resources are freely available except those with a 💲 icon.
 
-                                                                                           Contents
+                                                                                                                  Contents
 
 
 
@@ -71,7 +71,7 @@
 
 
 
-                                                                                       General Resources
+                                                                                                             General Resources
 
 Learning Platforms
 
@@ -147,8 +147,8 @@
 ⟡ ProofWiki (https://proofwiki.org/wiki/Main_Page)
 ⟡ Wolfram Mathworld (http://mathworld.wolfram.com/)
 ⟡ The On-Line Encyclopedia of Integer Sequences (https://oeis.org) - Great compendium of many different integer sequences. Founded 1964 by N. J. A. Sloane.
-⟡ 💲 The Princeton Companion to Mathematics (https://press.princeton.edu/books/hardcover/9780691118802/the-princeton-companion-to-mathematics) - Timothy Gowers (Professor, Fields medallist), 
-June Barrow-Green (Professor), and Imre Leader (Professor).
+⟡ 💲 The Princeton Companion to Mathematics (https://press.princeton.edu/books/hardcover/9780691118802/the-princeton-companion-to-mathematics) - Timothy Gowers (Professor, Fields medallist), June Barrow-Green (Professor), and Imre 
+Leader (Professor).
 ⟡ 💲 Encyclopedia of Distances (4th Edition) (https://link.springer.com/book/10.1007/978-3-662-52844-0) - Michel Marie Deza, Elena Deza.
 
 Books
@@ -165,16 +165,15 @@
 Magazines
 
 ⟡ Quanta Magazine (https://www.quantamagazine.org/mathematics/) - Features latest research breakthroughs in an accessible style for non-experts. 
-⟡ Bulletin of the American Mathematical Society (https://www.ams.org/journals/bull/all_issues.html) - Expository articles on contemporary mathematical research, written in a way that gives 
-insight to mathematicians who may not be experts in the particular topic.
-⟡ Notices of the American Mathematical Society (http://www.ams.org/cgi-bin/notices/amsnotices.pl?article_id=fullissue&article_type=gallery&gallery_type=fullissue) - Publicizes activities of 
-the Society and features surveys, reports, news, announcements, and opinions on industry trends, academia, and research.
-⟡ European Mathematical Society Magazine (https://euromathsoc.org/magazine) - The Magazine features announcements about meetings and conferences, articles outlining current trends in 
-scientific development, reports on member societies, and many other informational items.
-⟡ Mathematics Today by Institute of Mathematics and its Applications
- (https://ima.org.uk/publications/mathematics-today/) - News, opinions, and articles related to mathematics, so the reader stays updated.
-⟡ Crux Mathematicorum by Canadian Mathematical Society (https://cms.math.ca/publications/crux/) - source of unique and challenging mathematical problems designed for the secondary and 
-undergraduate levels. It includes an Olympiad Corner which is helpful for math competitions.
+⟡ Bulletin of the American Mathematical Society
+ (https://www.ams.org/journals/bull/all_issues.html) - Expository articles on contemporary mathematical research, written in a way that gives insight to mathematicians who may not be experts in the particular topic.
+⟡ Notices of the American Mathematical Society (http://www.ams.org/cgi-bin/notices/amsnotices.pl?article_id=fullissue&article_type=gallery&gallery_type=fullissue) - Publicizes activities of the Society and features surveys, reports, 
+news, announcements, and opinions on industry trends, academia, and research.
+⟡ European Mathematical Society Magazine
+ (https://euromathsoc.org/magazine) - The Magazine features announcements about meetings and conferences, articles outlining current trends in scientific development, reports on member societies, and many other informational items.
+⟡ Mathematics Today by Institute of Mathematics and its Applications (https://ima.org.uk/publications/mathematics-today/) - News, opinions, and articles related to mathematics, so the reader stays updated.
+⟡ Crux Mathematicorum by Canadian Mathematical Society
+ (https://cms.math.ca/publications/crux/) - source of unique and challenging mathematical problems designed for the secondary and undergraduate levels. It includes an Olympiad Corner which is helpful for math competitions.
 
 Blogs
 
@@ -192,10 +191,9 @@
 ⟡ Recreations in Math (http://djm.cc/library/Recreations_in_Mathematics_Licks_edited.pdf) - H. E. Licks (1917)
 ⟡ Magic Squares and Cubes (http://djm.cc/library/Magic_Squares_Cubes_Andrews_edited.pdf) - W. S. Andrews (1917)
 ⟡ Convex Optimization (https://web.stanford.edu/~boyd/cvxbook/) - Stephen Boyd and Lieven Vandenberghe
-⟡ Fabrice Baudoin's Notes (https://fabricebaudoin.wordpress.com/) - Both research and lecture notes on many topics, Including Diffusions on foliated manifold, Stochastic Calculus, Global 
-analysis in Dirichlet spaces, and more.
+⟡ Fabrice Baudoin's Notes (https://fabricebaudoin.wordpress.com/) - Both research and lecture notes on many topics, Including Diffusions on foliated manifold, Stochastic Calculus, Global analysis in Dirichlet spaces, and more.
 
-                                                                                    Branches of Mathematics
+                                                                                                          Branches of Mathematics
 
 Content Format \
 📖 Books \
@@ -206,8 +204,7 @@
 Transition To Pure Rigour Math
 ⟡ 📝 Basic Concepts of Mathematics (http://www.trillia.com/zakon1.html) - Elias Zakon
 ⟡ 📝 Book of Proof (https://www.people.vcu.edu/~rhammack/BookOfProof/) - Richard Hammak (Virginia Commonwealth University)
-⟡ 📖💲 How to Prove It: A Structured Approach (3rd Edition) (https://www.cambridge.org/highereducation/books/how-to-prove-it/6D2965D625C6836CD4A785A2C843B3DA) - Daniel J. Velleman 
-(Professor).
+⟡ 📖💲 How to Prove It: A Structured Approach (3rd Edition) (https://www.cambridge.org/highereducation/books/how-to-prove-it/6D2965D625C6836CD4A785A2C843B3DA) - Daniel J. Velleman (Professor).
 
 Set Theory
 
@@ -260,8 +257,7 @@
 
 Surreal Numbers
 
-⟡ 📝 Surreal Numbers - How two ex-students turned on to pure mathematics and found total happiness (http://www.math.harvard.edu/~knill/teaching/mathe320_2015_fall/blog15/surreal1.pdf) - D. E.
-Knuth
+⟡ 📝 Surreal Numbers - How two ex-students turned on to pure mathematics and found total happiness (http://www.math.harvard.edu/~knill/teaching/mathe320_2015_fall/blog15/surreal1.pdf) - D. E. Knuth
 ⟡ 📝 Surreal Numbers and Games (http://web.mit.edu/sp.268/www/2010/surreal.pdf)
 ⟡ 📝 Conway names, the simplicity hierarchy and the surreal number tree (http://www.ohio.edu/people/ehrlich/ConwayNames.pdf) - Philip Ehrlich
 
@@ -547,8 +543,7 @@
 ⟡ 📝 Theory of Statistics (http://mason.gmu.edu/~jgentle/books/MathStat.pdf) - James E. Gentle (George Mason University)
 ⟡ 📝 Theory of Statistics (http://math.arizona.edu/~jwatkins/notests.pdf) - Joseph C. Watkins (University of Arizona)
 ⟡ 📝 Glossary of Data Modeling (https://web.archive.org/web/20130523134625/http://www.aiaccess.net/e_gm.htm) - AI Access
-⟡ 📝 Statistics Papers (http://www.ats.ucla.edu/stat/papers/) - List of statistics papers curated by the Institute for Digital Research and Education (IDRE) at UCLA on methods such as 
-bootstrap and factor invariance.
+⟡ 📝 Statistics Papers (http://www.ats.ucla.edu/stat/papers/) - List of statistics papers curated by the Institute for Digital Research and Education (IDRE) at UCLA on methods such as bootstrap and factor invariance.
 ⟡ 📝 NIST Handbook of Statistical Methods (http://itl.nist.gov/div898/handbook/index.htm) - Resource on practical statistics directed towards scientists and engineers.
 ⟡ 📝 Concepts and Applications of Inferential Statistics (http://vassarstats.net/textbook/) - Richard Lowry
 ⟡ 📝 Rough set data analysis: A road to non-invasive knowledge discovery (http://www.cosc.brocku.ca/~duentsch/papers/methprimer2.html) - Ivo Düntsch, Günther Gediga
@@ -560,8 +555,7 @@
 
 Statistical Learning
 
-⟡ 📝 An Introduction to Statistical Learning with Applications in R (http://www-bcf.usc.edu/~gareth/ISL/ISLR%20First%20Printing.pdf) - Gareth James, Daniela Witten, Trevor Hastie, Robert 
-Tibshirani
+⟡ 📝 An Introduction to Statistical Learning with Applications in R (http://www-bcf.usc.edu/~gareth/ISL/ISLR%20First%20Printing.pdf) - Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
 ⟡ 📝 The Elements of Statistical Learning (http://web.stanford.edu/~hastie/Papers/ESLII.pdf) - Trevor Hastie, Robert Tibshirani, Jerome Friedman
 ⟡ 📝 Statistical Learning Theory (https://web.stanford.edu/class/cs229t/notes.pdf) - Percy Liang
 ⟡ 📝 Reinforcement Learning: An Introduction (https://webdocs.cs.ualberta.ca/~sutton/book/bookdraft2016sep.pdf) - Richard S. Sutton, Andrew G. Barto
@@ -571,8 +565,7 @@
 ⟡ 📝 Lectures on Stochastic Processes (http://www.math.tifr.res.in/~publ/ln/tifr24.pdf) - K. Ito (Tata Institute of Fundamental Research, Bombay)
 ⟡ 📝 Probability and Stochastic Processes with Applications (http://www.math.harvard.edu/~knill/teaching/math144_1994/probability.pdf) - Oliver Knill (Harvard University)
 ⟡ 📝 Stochastic Processes (http://statweb.stanford.edu/~adembo/math-136/nnotes.pdf) - Amir Dembo (Stanford University)
-⟡ 📝 Lecture Notes on Stochastic Processes (http://www.mi.fu-berlin.de/wiki/pub/CompMolBio/MarkovKetten15/stochastic_processes_2011.pdf) - Frank Noé, Bettina Keller and Jan-Hendrik Prinz 
-(Freie Universität Berlin)
+⟡ 📝 Lecture Notes on Stochastic Processes (http://www.mi.fu-berlin.de/wiki/pub/CompMolBio/MarkovKetten15/stochastic_processes_2011.pdf) - Frank Noé, Bettina Keller and Jan-Hendrik Prinz (Freie Universität Berlin)
 ⟡ 📝 Introduction to Stochastic Processes - Lecture Notes (https://www.ma.utexas.edu/users/gordanz/notes/introduction_to_stochastic_processes.pdf) - Gordan Žitković (University of Texas)
 ⟡ 📝 Applied Stochastic Processes in science and engineering (https://www.math.uwaterloo.ca/~mscott/Little_Notes.pdf) - Matt Scott (University of Waterloo)
 ⟡ 📝 An Introduction to Stochastic Processes in Continuous Time (http://www.math.leidenuniv.nl/~spieksma/colleges/sp-master/sp-hvz1.pdf) - Flora Spieksma (Leiden University)
@@ -586,11 +579,9 @@
 ⟡ 📝 A Concise Introduction to Numerical Analysis (http://www.ima.umn.edu/~arnold/597.00-01/nabook.pdf) - Douglas N. Arnold (University of Minnesota)
 ⟡ 📝 Numerical Analysis (http://people.cs.uchicago.edu/~ridg/newna/nalrs.pdf) - L. Ridgway Scott
 ⟡ 📝 Lectures In Basic Computational Numerical Analysis (https://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1000&context=math_textbooks) - J. M. McDonough (University of Kentucky)
-⟡ 📝 Advanced Numerical Methods and Their Applications to Industrial Problems: Adaptive Finite Element Methods (https://user.math.uni-bremen.de/schmi/SS04/YSU_Notes.pdf) - Alfred Schmidt, 
-Arsen Narimanyan
+⟡ 📝 Advanced Numerical Methods and Their Applications to Industrial Problems: Adaptive Finite Element Methods (https://user.math.uni-bremen.de/schmi/SS04/YSU_Notes.pdf) - Alfred Schmidt, Arsen Narimanyan
 ⟡ 📝 Numerical Analysis for Engineers (https://ece.uwaterloo.ca/~dwharder/nm/) - Douglas Wilhelm Harder
-⟡ 📝🎥 Advanced Linear Algebra: Foundations to Frontiers (https://www.cs.utexas.edu/users/flame/laff/alaff/frontmatter.html) - Robert van de Geijn, Margaret Myers (University of Texas at 
-Austin)
+⟡ 📝🎥 Advanced Linear Algebra: Foundations to Frontiers (https://www.cs.utexas.edu/users/flame/laff/alaff/frontmatter.html) - Robert van de Geijn, Margaret Myers (University of Texas at Austin)
 
 Signal processing
 
@@ -598,8 +589,7 @@
 ⟡ 📝 Foundations of Signal Processing (http://www.fourierandwavelets.org/FSP_v1.1_2014.pdf) - Martin Vetterli, Jelena Kovacevic, Vivek K Goyal
 ⟡ 📝 An Introduction to Statistical Signal Processing (https://ee.stanford.edu/~gray/sp.pdf) - Robert M. Gray, Lee D. Davisson
 ⟡ 📝 Think DSP (https://greenteapress.com/wp/think-dsp/) - Allen B. Downey
-⟡ 📝 Linear algebra, signal processing, and wavelets. A unified approach. (https://www.uio.no/studier/emner/matnat/math/MAT-INF2360/v15/kompendium/applinalgpython.pdf) - Øyvind Ryan 
-(University of Oslo)
+⟡ 📝 Linear algebra, signal processing, and wavelets. A unified approach. (https://www.uio.no/studier/emner/matnat/math/MAT-INF2360/v15/kompendium/applinalgpython.pdf) - Øyvind Ryan (University of Oslo)
 
 
 Mathematics for Computer Science
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 ⟡ 📝 Mathematical Tools for Physics (http://www.physics.miami.edu/nearing/mathmethods/) - James Nearing
 ⟡ 📝 Mechanism of the Heavens (1831) (http://www.malaspina.com/etext/heavens.htm) - Mary Somerville
 
-                                                                                    Students Lecture Notes
+                                                                                                           Students Lecture Notes
 ⟡ Evan Chen (https://web.evanchen.cc/coursework.html) - MIT. 2012 ~ 2018. Covers Combinatorics, Number Theory, Honors Algebra, Set Theory, Real Analysis, Graph Theory, and more.
-⟡ Dexter Chua (https://dec41.user.srcf.net/notes/) - Harvard. 2013 ~ 2018. Covers Analysis, Probability, Linear Algebra, Complex Analysis, Numerical Analysis, Statistics, Optimization, 
-Algebraic Topology, Quantum Field Theory, and more.
+⟡ Dexter Chua (https://dec41.user.srcf.net/notes/) - Harvard. 2013 ~ 2018. Covers Analysis, Probability, Linear Algebra, Complex Analysis, Numerical Analysis, Statistics, Optimization, Algebraic Topology, Quantum Field Theory, and more.
 
-                                                                                     Related Awesome Lists
+                                                                                                           Related Awesome Lists
 ⟡ Theoretical Computer Science (https://github.com/mostafatouny/awesome-theoretical-computer-science)
 
-                                                                                            License
+                                                                                                                  License
 
 !CC0 (http://i.creativecommons.org/p/zero/1.0/88x31.png) (http://creativecommons.org/publicdomain/zero/1.0/)