Awesome List Updates on Mar 11, 2024

13 awesome lists updated today.

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1. Awesome Generative Deep Art

LLM Evaluation / Multi-agents

qcri/LLMeBench (⭐99): Benchmarking Large Language Models

TruLens for LLMs: Evaluate and Track LLM Applications

2. Awesome Openstreetmap

Libraries / Python

QuackOSM (⭐289) - A Python library for downloading, filtering and transforming *.osm.pbf files into GeoParquet files using DuckDB.

3. Awesome Audit Algorithms

Papers / 2023

XAudit : A Theoretical Look at Auditing with Explanations - (Arxiv) Formalizes the role of explanations in auditing and investigates if and how model explanations can help audits.

4. Urban and Regional Planning Resources

Platforms and Software Resources / Transportation Planning Tools and Platforms

OpenPath - Continusous travel survey platform from NREL that collects trips and data via a smart phone app backed by a server and leveraging automated data processing.

5. Ai Collective Tools

Real Estate

VSDECO - Transform Your Space with Photorealistic Restyling #paid

6. Awesome Flutter

🇷🇺 Russia / Misc

Telegram - Oh, my Flutter

Meetup Flutter Voronezh

7. Awesome Newsletters

General Section / Svelte

Tech Talks Weekly. A free weekly newsletter that brings all the recently uploaded tech talks across +100 engineering conferences like Devoxx, NDC, GOTO, StrangeLoop, ... right into your inbox. Archive.

8. Awesome Php

Table of Contents / Micro Frameworks

Minicli (⭐1.1k) - Minimalist, dependency-free framework for building CLI-centric PHP applications.

Table of Contents / Code Analysis

Editorconfig-Checker (⭐71) - A command line utility which verifies that your files implement your .editorconfig rules.

9. Awesome Ai Tools

Other / Music

Persuva - Persuva is the AI-driven platform to create persuasive, high-converting ad copy at scale.

Taranify - Using AI, Taranify finds you Spotify playlists, Netflix shows, Books & Foods you'd enjoy when you don't exactly know what you want.

10. Awesome Distraction Blocker

Articles and Guides / Mobile Apps

Top 5 Distraction Blocker Apps for Mac

Top 6 Distraction Blocker Apps for Android

11. Awesome Tmux

Cheat Sheets

tmuxcheatsheet.com

12. Awesome Math

Encyclopedia

💲 The Princeton Companion to Mathematics - Timothy Gowers (Professor, Fields medallist), June Barrow-Green (Professor), and Imre Leader (Professor).

💲 Encyclopedia of Distances (4th Edition) - Michel Marie Deza, Elena Deza.

Foundations of Mathematics / Transition To Pure Rigour Math

📝 Basic Concepts of Mathematics - Elias Zakon

Foundations of Mathematics / Set Theory

📝 Sets, Relations, Functions - Ivo Düntsch, Günther Gediga

📝 An Introduction to Set Theory - William A. R. Weiss

📝 Set Theory and Foundations of Mathematics - Sylvain Poirier

📝 Set Theory on the Stanford Encyclopedia of Philosophy

Foundations of Mathematics / Logic

📝 Introduction to Logic - Michael Genesereth, Eric Kao (Stanford University)

📝 An Introduction to Formal Logic - P.D. Magnus (University at Albany)

📝 A Problem Course in Mathematical Logic - Stefan Bilaniuk (Trent University)

📝 Computability - An introduction to recursive function theory - Nigel Cutland (University of Hull)

📝 Language, Proof, and Logic - Jon Barwise, John Etchemendy

📝 Mathematical Logic - Helmut Schwichtenberg

📝 Mathematical Logic - Stephen G. Simpson (Pennsylvania State University)

📝 Formal Logic - Miguel Palomino

📝 Predictive Arithmetic - Edward Nelson

📝 Proofs and Concepts: the fundamentals of abstract mathematics - Joy Morris, Dave Morris

📝 Mathematical Reasoning: Writing and Proof - Ted Sundstrom

📝 Logic and Proof - Jeremy Avigad, Robert Y. Lewis, and Floris van Doorn

📝 QED - an interactive textbook - Terence Tao

📝 Open Logic Textbook - collaborative effort, main contributors listed here

Foundations of Mathematics / Category Theory

📝 Introduction to Category Theory and Categorical Logic - Thomas Streicher

📝 An Introduction to Category Theory - Harold Simmons

📝 Category Theory - Steve Awodey (Carnegie Mellon University)

📝 Category Theory - B. Pareigis

📝 Category Theory for Computing Science - Michael Barr, Charles Wells

📝 Toposes, Triples and Theories - Michael Barr, Charles Wells

📝 Abelian Categories - Peter Freyd

📝 Categories and Groupoids - P. J. Higgins

📝 Basic Concepts of Enriched Category Theory - G. M. Kelley

📝 Abstract and Concrete Categories: The Joy of Cats - Jiri Adamek, Horst Herrlich, George Strecker

📝 Seven Sketches in Compositionality: An Invitation to Applied Category Theory - Brendan Fong and David I. Spivak (MIT)

Foundations of Mathematics / Type Theory

📝 Proofs and Types - Jean-Yves Girard

📝 Intuitionistic Type Theory - Per Martin-Lof

📝 Type Theory and Functional Programming - Simon Thompson

📝 Programming in Martin-Lof’s Type Theory - Bengt Nordstrom, Kent Petersson, Jan M. Smith

Foundations of Mathematics / Homotopy Type Theory

📝 Homotopy Type Theory

Foundations of Mathematics / Surreal Numbers

📝 Surreal Numbers - How two ex-students turned on to pure mathematics and found total happiness - D. E. Knuth

📝 Surreal Numbers and Games

📝 Conway names, the simplicity hierarchy and the surreal number tree - Philip Ehrlich

Number Theory / Surreal Numbers

📝 Elementary Number Theory: Primes, Congruences, and Secrets - William Stein

📝 Elementary Number Theory - W. Edwin Clark (University of South Florida)

📝 A Course on Number Theory - Peter J. Cameron

📝 A Computational Introduction to Number Theory and Algebra - Victor Shoup

📝 Number Theory: A Contemporary Introduction - Pete L. Clark

📝 An Introduction to the Theory of Numbers - Leo Moser

📝 Yet Another Introductory Number Theory Textbook - Jonathan A. Poritz

Number Theory / Algebraic Number Theory

📝 Introduction to Algebraic Number Theory - F. Oggier

📝 Algebraic Number Theory - J.S. Milne

📝 Algebraic Number Theory Course Notes - Matthew Baker (Georgia Tech)

📝 A Course In Algebraic Number Theory - Robert Ash

Number Theory / Analytic Number Theory

📝 Introduction to Analytic Number Theory - A.J. Hildebrand (University of Illinois)

📝 Elements of Analytic Number Theory - P. S. Kolesnikov, E. P. Vdovin (Novosibirsk)

📝 Analytic Number Theory - Otto Forster (LMU Munich)

📝 Analytic Number Theory - Lecture Notes based on Davenport’s book - Andreas Strömbergsson

Algebra / Analytic Number Theory

📝 A Course in Universal Algebra - S. Burris, H.P. Sankappanavar

📝 A Course in Commutative Algebra - Robert Ash

📝 First Course in Algebra - Herbert E. Hawkes, William A. Luby, Frank C. Touton (1910)

📝 Second Course in Algebra - Herbert E. Hawkes, William A. Luby, Frank C. Touton (1911)

📝 Algebra: An Elementary Text-Book, Part I - G. Chrystal (1904)

📝 Algebra: An Elementary Text-Book, Part II - G. Chrystal (1900)

📝 Understanding Algebra - James W. Brennan

Algebra / Abstract Algebra

📝 Introduction to Abstract Algebra - D. S. Malik, John N. Mordeson, M.K. Sen (Creighton University)

📝 Introduction to Modern Algebra - David Joyce (Clark University)

📝 Algebraic Methods - F. Oggier

📝 Abstract Algebra : Theory and Applications - Thomas W. Judson, Robert A. Beezer (Austin State University)

📝 An Undergraduate Course in Abstract Algebra - Robert Howlett

📝 Elements of Abstract and Linear Algebra - E.H. Connell (University of Miami)

📝 Abstract Algebra: The Basic Graduate Year - Robert Ash

📝 Abstract Algebra: Harvard Extension (Archived) - Benedict Gross

📝 Abstract Algebra: Harvard Extension Videos - Benedict Gross

Algebra / Group Theory

📝 Notes on Group Theory - Mark Reeder

📝 Group Theory - J.S. Milne

📝 Notes on Finite Group Theory - Peter J. Cameron

📝 Group Theory - Pedrag Civitanovic

Algebra / Linear Algebra

📝 Fundamentals of Linear Algebra - James B. Carrell

📝 Linear Algebra and Matrices - Martin Fluch

📝 Vector Space Theory - Robert Howlett

📝 Linear Algebra - Jim Hefferon

📝 MIT OpenCourseWare Lectures on Linear Algebra (18.06) as Jupyter Notebooks (⭐559) - Juan Klopper

📝 Elementary Linear Algebra - Keith Matthews

📝 A First Courses in Linear Algebra - Rob Breezer

📝 Linear Algebra - David Cherney, Tom Denton, Andrew Waldron

📝 Introduction to vectors and tensors, Vol 1: linear and multilinear algebra - Ray M Bowen, C. C. Wang

📝 Introduction to vectors and tensors, Vol 2: vector and tensor analysis - Ray M Bowen, C. C. Wang

📝 Introduction to Applied Linear Algebra - Stephen Boyd (Stanford University), Lieven Vandenberghe (UCLA)

📝 Linear Algebra Done Wrong - Sergei Treil

📝 Immersive Linear Algebra - J. Ström, K. Åström, and T. Akenine-Möller

📝 Interactive Linear Algebra - Dan Margalit and Joseph Rabinoff

📝 Linear Algebra, Infinite Dimensions, and Maple - James Herod

Algebra / Ring Theory

📝 Foundations of Module and Ring Theory - Robert Wisbauer (University of Düsseldorf)

Algebra / Galois Theory

📝 An Introduction to Galois Theory - Andrew Baker (University of Glasgow)

📝 Fields and Galois Theory - J.S. Milne

📝 Galois theory - Miles Reid

Algebra / Lie Algebras

📝 Lie Algebras - Shlomo Sternberg

Combinatorics / Lie Algebras

📝 Basic Combinatorics - Carl G. Wagner (University of Tennessee)

📝 Applied Combinatorics - Mitchel T. Keller, William T. Trotter

📝 Notes on Combinatorics - Peter J. Cameron

📝 Analytic Combinatorics - Philippe Flajolet, Robert Sedgewick

📝 generatingfunctionology - Herbert Wilf

Combinatorics / Graph Theory

📝 Graph Theory: Lecture Notes - Christopher Griffin

📝 Graph Theory - Reinhard Diestel

Geometry and Topology / Graph Theory

📝 Fundamentals of Geometry - Oleg A. Belyaev

📝 A=B - M. Petkovsek, H. Wilf, D. Zeilberger

📝 Elements - Euclid

📝 Euclid's Elements Redux - Daniel Callahan

📝 Mathematical Illustrations - Bill Casselman

📝 Byrne's Euclid - Oliver Byrne

📝 Plane Geometry - George Wentworth and David Eugene Smith (1913)

📝 Planes and Spherical Trigonometry - George Wentworth and David Eugene Smith (1915)

📝 Coordinate Geometry - Henry Buchard Fine and Henry Dallas Thompson (1911)

📝 Analytic Geometry - Lewis Parker Siceloff, George Wentworth, David Eugene Smith (1922)

Geometry and Topology / Differential Geometry

📝 Introduction to Differential Geometry - Joel W. Robbin, Dietmar A. Salamon

📝 Topics in Differential Geometry - Peter W. Michor

📝 Lectures on Differential Geometry - Wulf Rossmann

📝 An Introduction to Riemannian Geometry - Sigmundur Gudmundsson (Lund University)

📝 The Geometry and Topology of Three-Manifolds - W. Thurston

📝 Semi-Riemann Geometry and General Relativity - Shlomo Sternberg

📝 Discrete Differential Geometry - Keenan Crane

Geometry and Topology / Algebraic Geometry

📝 A Brief Introduction to Algebraic Geometry - R.C. Churchill

📝 Introduction to Algebraic Geometry - Igor V. Dolgachev

📝 Foundations of Algebraic Geometry - Ravi Vakil

📝 Algebraic Geometry - Jean Gallier, Stephen S. Shatz (University of Pennsylvania)

📝 Algebraic Geometry - J.S. Milne

📝 Algebraic Geometry - Andreas Gathmann (University of Kaiserslautern)

📝 The Stacks Project - Maintained by Aise Johan de Jong (Columbia)

Geometry and Topology / Algebraic Statistics

📝 Lectures on Algebraic Statistics - Mathias Drton, Bernd Sturmfels, Seth Sullivant

📝 An Introduction to Algebraic Statistics - Cristiano Bocci, Luca Chiantini and Anthony V. Geramita

📝 Algebraic Statistics - Karl-Heinz Zimmermann

📝 Algebraic Statistics for Computational Biology - Pachter, and Sturmfels.

Geometry and Topology / Topology

📝 Elementary Applied Topology - Robert Ghrist (UPenn)

📝 Introduction to Topology

📝 Introduction to Topology - Alex Küronya

📝 Introductory Topology - Jim L. Brown

📝 General Topology - Pierre Schapira (Paris VI University)

📝 Elementary Topology Problem Textbook

📝 General Topology - Jesper M. Møller

📝 Topology Topics

Geometry and Topology / Algebraic Topology

📝 Algebraic Topology - Allen Hatcher

📝 A Concise Course in Algebraic Topology - J. P. May

📝 Introduction to Algebraic Topology - Martin Cadek

📝 Algebra and Topology - Pierre Schapira (Paris VI University)

📝 Lecture Notes in Algebraic Topology - James F. Davis, Paul Kirk (Indiana University)

📝 Algebraic Topology - Michael Starbird

📝 Lecture Notes on Algebraic Topology - Jie Wu

Analysis / Real Analysis

📝 MIT OpenCourseWare Lectures on Calculus - G. Strang

📝 Elementary Calculus: An Approach Using Infinitesimals - Professor H. Jerome Keisler

📝 An Introduction to Real Analysis - John K. Hunter (University of California at Davis)

📝 Introduction to Real Analysis - William F. Trench (Trinity University, Texas)

📝 Basic Analysis: Introduction to Real Analysis - Jiří Lebl

📝 Elementary Real Analysis - Thomson, Bruckner

📝 Lecture Notes in Real Analysis - Eric T. Sawyer (McMaster University)

📝 Real Analysis - C. McMullen

📝 Real Analysis for Graduate Students - Richard F. Bass

📝 Modern Real Analysis - William P. Ziemer (Indiana University)

📝 Mathematical Analysis Vol I - Elias Zakon

📝 Mathematical Analysis Vol II - Elias Zakon

📝 Advanced Calculus - Lynn Loomis, Schlomo Sternberg

📝 Analysis of Functions of a Single Variable - Lawerence Baggett

📝 The Calculus of Functions of Several Variables - Dan Sloughter

📝 A ProblemText in Advanced Calculus - John M. Erdman

📝 Calculus and Linear Algebra. Vol. 1 - Wilfred Kaplan, Donald J. Lewis

📝 Calculus and Linear Algebra. Vol. 2 - Wilfred Kaplan, Donald J. Lewis

📝 Introduction to Calculus I and II - J.H. Heinbockel

📝 Active Calculus - Matt Boelkins

📝 Supplements to the Exercises in Chapters 1-7 of Walter Rudin's "Principles of Mathematical Analysis" - George M. Bergman

📝 Calculus Made Easy - Silvanus P. Thompson (1910)

📝 Elements of Differential and Integral Calculus - William Anthony Granville (1911)

📝 Precalculus - Carl Stitz, Jeff Zeager

Analysis / Harmonic Analysis

📝 Harmonic Analysis Lecture Notes - Richard S. Laugesen (University of Illinois at Urbana–Champaign)

📝 Harmonic Analysis - W. Schlag

📝 Lecture Notes: Fourier Transform and its Applications - Brad Osgood

📝 Fourier Analysis - Lucas Illing

📝 Mathematics of the Discrete Fourier Transform (DFT) with Audio Applications - Julius O. Smith III (Stanford University)

Analysis / Complex Analysis

📝 Introduction to Complex Analysis - Michael Taylor

📝 An Introduction to Complex Analysis and Geometry - John P. D'Angelo (University of Illinois)

📝 A First Course in Complex Analysis - Matthias Beck, Gerald Marchesi, Dennis Pixton, Lucas Sabalka

📝 A Guide to Complex Variables - Steven G. Krantz

📝 Complex Analysis - Charles Walkden

📝 Complex Analysis - Christian Berg

📝 Complex Variables - R. B. Ash, W.P. Novinger

📝 Complex Analysis - Christer Bennewitz

📝 Complex Analysis - Donald E. Marshall

📝 A Concise Course in Complex Analysis and Riemann Surfaces - Wilhelm Schlag

📝 Complex Analysis - G. Cain (Georgia Tech)

📝 Complex Analysis - Juan Carlos Ponce Campuzano

Analysis / Functional Analysis

📝 An Introduction to Functional Analysis - Laurent W. Marcoux (University of Waterloo)

📝 Functional Analysis: Lecture Notes - Jeff Schenker (Michigan State University)

📝 Functional Analysis Lecture Notes - T.B. Ward (University of East Anglia)

📝 Functional Analysis - Alexander C. R. Belton

📝 Topics in Real and Functional Analysis - Gerald Teschl

📝 Functional Analysis - Christian Remling

📝 Theory of Functions of a Real Variable - Shlomo Sternberg

📝 Functional Analysis - Lawerence Baggett

Analysis / Measure Theory

📝 An Introduction to Measure Theory - Terence Tao (UCLA)

📝 Lecture Notes on Measure Theory and Functional Analysis - P. Cannarsa, T. D’Aprile

📝 Lecture Notes in Measure Theory - Christer Borell

📝 A Crash Course on the Lebesgue Integral and Measure Theory - Steve Cheng

📝 Measure Theory - John K. Hunter (University of California at Davis)

📝 Measure and Integration - Dietmar A. Salamon (ETH Zürich)

📝 Lecture notes: Measure Theory - Bruce K. Driver

Analysis / Ordinary Differential Equations

📝 Difference Equations To Differential Equations - Dan Sloughter

📝 Ordinary Differential Equation - Alexander Grigorian (University of Bielefeld)

📝 Ordinary Differential Equations: Lecture Notes - Eugen J. Ionascu

📝 Ordinary Differential Equations - Peter Philip

📝 Ordinary Differential Equations - Gabriel Nagy

📝 Ordinary Differential Equations and Dynamical Systems - Gerald Teschl

📝 Notes on Differential Equations - Bob Terrell

📝 Elementary Differential Equations - William F. Trench

📝 Elementary Differential Equations With Boundary Value Problems - William F. Trench

📝 Notes on Diffy Qs: Differential Equations for Engineers - Jiří Lebl

📝 Differential Equations - H. B. Phillips (1922)

Analysis / Partial Differential Equations

📝 Notes on Partial Differential Equations - John K. Hunter (University of California at Davis)

📝 Partial Differential Equations: Lecture Notes - Erich Miersemann (Leipzig University)

📝 Linear Methods of Applied Mathematics - E. Harrell, J. Herod (Georgia Tech)

Probability and Statistics / Probability Theory

📝 Introduction to Probability - Charles M. Grinstead, J. Laurie Snell

📝 Introduction to Probability - Dimitri P. Bertsekas, John N. Tsitsiklis (MIT)

📝 A Short Introduction to Probability - Dirk P. Kroese (University of Queensland)

📝 Probability: Theory and Examples - Rick Durrett

📝 Probability and Statistics Cookbook (⭐2.3k) - Matthias Vallentin (UC Berkeley)

📝 The Only Probability Cheatsheet You'll Ever Need - William Chen

📝 An Introduction to Probability and Random Processes - Gian-Carlo Rota, Kenneth Baclawski

📝 Foundations of Constructive Probability Theory - Yuen-Kwok Chan

Probability and Statistics / Statistics

📝 Lecture Notes on Statistical Theory - Ryan Martin (University of Illinois)

📝 Introduction to Statistics and Data Analysis for Physicists - Gerhard Bohm, Günter Zech

📝 Probability and Mathematical Statistics - Prasanna Sahoo (University of Louisville)

📝 Lectures on Statistics - William G. Faris

📝 Statistical Theory - Adolfo J. Rumbos

📝 Theory of Statistics - James E. Gentle (George Mason University)

📝 Theory of Statistics - Joseph C. Watkins (University of Arizona)

📝 Glossary of Data Modeling - AI Access

📝 Statistics 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 - Resource on practical statistics directed towards scientists and engineers.

📝 Concepts and Applications of Inferential Statistics - Richard Lowry

📝 Rough set data analysis: A road to non-invasive knowledge discovery - Ivo Düntsch, Günther Gediga

📝 Statistical Thinking for the 21st Century - Russell A. Poldrack

📝 Odds and Ends: Introducing Probability & Decision with a Visual Emphasis - Jonathan Weisberg

📝 Seeing Theory - Daniel Kunin, Jingru Guo, Tyler Dae Devlin, and Daniel Xiang

📝 Statistics Done Wrong - Alex Reinhart

📝 All of Statistics: A Concise Course in Statistical Inference - Larry Wasserman

Probability and Statistics / Statistical Learning

📝 An Introduction to Statistical Learning with Applications in R - Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

📝 The Elements of Statistical Learning - Trevor Hastie, Robert Tibshirani, Jerome Friedman

📝 Statistical Learning Theory - Percy Liang

📝 Reinforcement Learning: An Introduction - Richard S. Sutton, Andrew G. Barto

Probability and Statistics / Stochastic processes

📝 Lectures on Stochastic Processes - K. Ito (Tata Institute of Fundamental Research, Bombay)

📝 Probability and Stochastic Processes with Applications - Oliver Knill (Harvard University)

📝 Stochastic Processes - Amir Dembo (Stanford University)

📝 Lecture Notes on Stochastic Processes - Frank Noé, Bettina Keller and Jan-Hendrik Prinz (Freie Universität Berlin)

📝 Introduction to Stochastic Processes - Lecture Notes - Gordan Žitković (University of Texas)

📝 Applied Stochastic Processes in science and engineering - Matt Scott (University of Waterloo)

📝 An Introduction to Stochastic Processes in Continuous Time - Flora Spieksma (Leiden University)

📝 Markov Chains and Mixing Times - David A. Levin, Yuval Peres, Elizabeth L. Wilmer

📝 Convergence of Stochastic Processes - David Pollard

Numerical Analysis / Stochastic processes

📝 Introduction to Numerical Analysis - Doron Levy (University of Maryland)

📝 A Concise Introduction to Numerical Analysis - Douglas N. Arnold (University of Minnesota)

📝 Numerical Analysis - L. Ridgway Scott

📝 Lectures In Basic Computational Numerical Analysis - J. M. McDonough (University of Kentucky)

📝 Advanced Numerical Methods and Their Applications to Industrial Problems: Adaptive Finite Element Methods - Alfred Schmidt, Arsen Narimanyan

📝 Numerical Analysis for Engineers - Douglas Wilhelm Harder

Signal processing / Stochastic processes

📝 Introduction to Signal Processing - Sophocles J. Orfanidis (Rutgers University)

📝 Foundations of Signal Processing - Martin Vetterli, Jelena Kovacevic, Vivek K Goyal

📝 An Introduction to Statistical Signal Processing - Robert M. Gray, Lee D. Davisson

📝 Think DSP - Allen B. Downey

📝 Linear algebra, signal processing, and wavelets. A unified approach. - Øyvind Ryan (University of Oslo)

Mathematics for Computer Science / Stochastic processes

📝 Mathematics for Computer Science - Eric Lehman, F. Thomson Leighton, Albert R. Meyer

📝 Algorithms and Complexity - H. Wilf

📝 Lecture Notes on Optimization - Pravin Varaiya

📝 Information Theory, Inference, and Learning Algorithms - David J. C. MacKay

📝 The Chaos Textbook: Mathematics in the age of the computer - Glenn Elert

Mathematical Biology / Stochastic processes

📝 Mathematical Biology - Jeffrey Chasnov

Mathematical Physics / Stochastic processes

📝 Introduction to Continuum Mechanics - Ray. M. Bowen

📝 Mathematical Tools for Physics - James Nearing

📝 Mechanism of the Heavens (1831) - Mary Somerville

13. Awesome Postgres

Contents / GUI

Teable (⭐19k) - A Super fast, Real-time, Professional, Developer friendly, No code database.

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