Materials repo of beaver-felix

For Contributors: Please log your document(s) in table(s) before git push.

Documents table

Machine Learning & Deep Learning

idx	Document	pages
1	Lecture notes in Deep Learning Theory - Matus Telgarsky	127
2	The Little Book of Generative AI Foundation: An Intuitive Mathematical Primer - Tianhua Chen	178
3	Probabilistic Machine Learning - An Introduction	860
4	Build a Large Language Model - From Scratch - Sebastian Raschka	370
5	Dive into Deep Learning - Aston Zhang	html
6	Understanding Transformers and Attention Mechanisms - Michel F. Serret	13

Natural Language Processing

idx	Document	pages
1	Daniel Jurafsky - Speech and Language Processing	626

Computer Vision

idx	Document	pages
1	Foundations of Computer Vision - Antonio Torralba	html

Statistics

idx	Document	pages
1	Applied Multivariate Statistical Analysis - Sixth Edition	794
2	Wolfgang K.H. - Applied Multivariate Statistical Analysis	535
3	Statistics and Machine Learning in Python - Edouard Duchesnay	389
4	Statistics - The Art and Science of Learning from Data	817
5	Naked Statistics	285
6	Statistical Mechanics - A survival guide - A. M. Glazer	156
7	Statistics - Fourth Edition - David Freeman	715
8	Mathematical Statistics - A Geometric Approach - Math with Ming	html

Mathematics and Computer Science

idx	Document	pages
1	A Computational Introduction to Number Theory and Algebra	596
2	A visual introduction to information theory	42
3	A Book of Abstract Algebra - Charles C. Pinter	365
4	Analytic Combinatorics - Philippe Flajolet	826
5	Basic Model Theory - Kees Doets	141
6	Everything You Always Wanted To Know About Mathematics* (But didn't even know to ask) - Brendan W.Sullivan	698
7	An Introduction to Formal Languages and Automata - Peter Linz	727
8	Automata Theory, Languages, and Computation - John E. Hopcroft	550
9	(Applied Math) - Operations Research - Applications and Algorithms - Wayne L. Winston	1434
10	Introduction to the Theory of Computation - Third Edition - Michael Sipser	482
11	The Scientist and Engineer's Guide to Digital Signal Processing	html
12	So you want to study Maths... - Susan Rigetti	html
13	Topology without Tears - Sidney A. Moris	729
14	Foundations of Algebraic Geometry - Ravi Vakil	838
15	An Infinitely Large Napkin - Evan Chen	html
16	Math Books for Beginers	html
17	Real Mathematical Analysis - Charles C. Pugh	487
18	categories for the Workingg Mathematican - 2nd Edition - Saunders Mac Lane	320
19	Algorithms in Real Algebraic Geometry	665
20	Theory of Distributed Systems - James Aspnes	648

Networking and Data Engineering

idx	Document	pages
1	Operating System Concepts - Tenth Edition	1278
2	Modern Operating Systems - Fourth Edition - Andrew S. Tanenbaum	1137
3	Computer Networking - Eighth Edition - A Top-Down Approach - James F. Kurose	775
4	Data Mining - Concepts and technieques	786
5	Designing Data-Intensive Applications - Martin Kleppmann	613
6	Systems Performance - Enterprise and the Cloud 2nd Edition - Brendan Gregg	929
7	The Architecture of Open Source Applications	html
8	confluent - Designing Event-Driven Systems - Concepts and patterns for Streaming Services with Apahce Kafka - Ben Stopford	166
9	Automating Data Quality Monitoring - Jeremy Stanley	220

Programming Languages

idx	Document	pages
1	Python for Data Analysis - Wes McKinney	541
2	Python for Finance - Yves Hilpisch	714
3	CSES - Competitive Programmer's Handbook - Antti Laaksonen	206
4	The Odin Project - Web Basics	html
5	The Rust Programming Language	html
6	Learn Zig Lang	html
7	Real World OCaml	html

Stochastic Algeabra and Finance

idx	Document	pages
1	Stochastic Calculus for Absolute Beginners - Math with Ming	html
2	Github Repositories for Startings Quantitative Finance	1
3	Intermediate Quantitative Economics with Python	2221, yes
4	Active Portfolio Management - A Quantitative Approach for Providing Superior Returns and Controlling Risk - Richard C. Grinold	621
5	Thinking Stragetically - The Competitive Edge in Bussiness, Politics and Everyday Life - Avinash K. Dixit	396

NeuroCognitive Science

idx	Document	pages
1	Theoretical NeuroScience - Computational and Mathematical Modeling of Neural Systems - Peter Dayan	447
2	Neuro Dynamics - From single neurons to networks and models of cognition - Wulfram Gerstner	html
3	Cognitive Linguistics - William Croft	374

Quantum Computing

idx	Document	pages
1	Quantum Book Collection Github - Anonymous	html

Uncategorized

idx	Document	pages
1	Integrating Voice Activity Detection to Enhance Roburstness of On-Device Speaker Verification	12
2	Green Wheat Field Auvers - Vincent Van Gough - 1890	jpg
3	Physical Reservoir Computing Using Oscillator Networks - Yoshifumi Nishio	ppt