Awesome List Updates on Nov 18, 2021

14 awesome lists updated today.

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1. Awesome Cassandra

Cassandra Deployment / Cassandra as a Service / Managed Cassandra Based on Proprietary Technology

• Benchmarking Cassandra with Local Storage on Azure - Learn about comparing Cassandra on Azure VMs w/ Local vs. Remote storage.

2. Awesome Blazor

Source generators / Others

• BlazorOcticons (⭐13) Github Octicons created as a .razor components using source generator. The generated components are available via the NuGet package, the generator itself is available as a separate NuGet package. The project website is an example using the generated components.

3. Awesome

Praises / Tutorials

• Craft CMS vs WordPress: A comparison & why we love Craft CMS by Chris Cox/Made by Bridge - 17 Nov 2021

4. Public Apis

Security

• API: Application Environment Verification (⭐75)

  Description: Android library and API to verify the safety of user devices, detect rooted devices and other risks

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

5. Awesome Zsh Plugins

Generic ZSH

• ZSH Unplugged (⭐246) - Good resource if you want to eliminate using a framework but still easily use plugins.

6. Awesome WSL

WSL Tools / For Managing WSL Installations

• WSL GUI Tool (⭐71) - A graphical tool to manage (run, stop, import, export...) WSL.

7. Awesome Ebpf

eBPF Workflow: Tools and Utilities / oxidebpf

• oxidebpf (⭐108) - A pure Rust library for managing eBPF programs, designed for security use cases. The featureset is more limited than other libraries but emphasizes stability across a wide range of kernels and backwards-compatible compile-once-run-most-places.

8. Awesome Vue

Components & Libraries / UI Components

• vue3-flip-countdown (⭐70) Customize Countdown timer with Flip Animation for Vue 3.x

9. Awesome Agi Cocosci

Abduction / Explanation

• Abductive Cognition: The Epistemological and Eco-Cognitive Dimensions of Hypothetical Reasoning - Springer, 2009. [All Versions].

• The Role of Explanatory Considerations in Updating - Cognition, 2015. [All Versions].

• Use of current explanations in multicausal abductive reasoning - Cognitive Science, 2001. [All Versions].

• Kinematic mental simulations in abduction and deduction - Proceedings of National Academy of Sciences, 2013. [All Versions].

• Abduction: A categorical characterization - Journal of Applied Logic, 2015. [All Versions].

• Defending Abduction - Philosophy of Science, 1999. [All Versions].

• Abduction − the context of discovery + underdetermination = inference to the best explanation - Synthese, 2019. [All Versions].

• Towards an Architecture for Cognitive Vision Using Qualitative Spatio-temporal Representations and Abduction - Spatial Cognition, 2002. [All Versions].

• Abductive inference within a pragmatic framework - Synthese, 2018. [All Versions].

• Disjunctive Abduction - New Generation Computing, 2019. [All Versions].

• The order effect in human abductive reasoning: an empirical and computational study - Journal of Experimental & Theoretical Artificial Intelligence, 2006. [All Versions].

• The AHA! Experience: Creativity Through Emergent Binding in Neural Networks - Cognitive Science, 2012. [All Versions].

Abduction / Scientific Discovery

• Exploring science: The cognition and development of discovery processes - MIT Press, 2000. [All Versions].

• Hypothesis generation, sparse categories, and the positive test strategy - Psychological Review, 2011. [All Versions].

Abduction / Applications in AI

• Abductive Inference in Bayesian Networks: A Review - Advances in Bayesian Networks, 2004. [All Versions].

• Bayesian Abductive Logic Programs: A Probabilistic Logic for Abductive Reasoning - IJCAI'11, 2011. [All Versions].

• Abductive Plan Recognition by Extending Bayesian Logic Programs - ECML'11, 2011. [All Versions].

• An Approach to Abductive Reasoning in Equational Logic - IJCAI'13, 2013. [All Versions].

• Abduction-Based Explanations for Machine Learning Models - AAAI'19, 2019. [All Versions].

• Discovering a symbolic planning language from continuous experience - CogSci'19, 2019. [All Versions].

Bayesian Modeling / Nonparametric Model

• Learning Systems of Concepts with an Infinite Relational Model - AAAI'06, 2006. [All Versions].

• The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies - Journal of the ACM, 2010. [All Versions].

Susan Carey / Commonsense Knowledgebase

• Conceptual Change in Childhood - MIT Press, 1985. [All Versions].

• The Origin of Concepts - Oxford University Press, 2009. [All Versions].

Communications / Visual Communication

• The Picture Exchange Communication System - Behavior Modification, 1994. [All Versions].

• A multimodal discourse theory of visual narrative - Journal of Pragmatics, 2014. [All Versions].

Communications / Pragmatics

• How young children integrate information sources to infer the meaning of words - Nature, 2021. [All Versions].

• Information Structure in Discourse: Towards an Integrated Formal Theory of Pragmatics - Semantics and Pragmatics, 1998. [All Versions].

Communications / Language Compositionality

• Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols - NeurIPS'18, 2018. [All Versions].

• Emergent communication through negotiation - ICLR'18, 2018. [All Versions].

• The language of generalization - Psychological Review, 2019. [All Versions].

• Compositionality and Generalization in Emergent Languages - ACL'20, 2020. [All Versions].

Problem Solving / Human-Level Problem Solving

• Learning to Solve Problems: A Handbook for Designing Problem-Solving Learning Environments - Taylorfrancis, 2010. [All Versions].

• Learning to perceive and act by trial and error - Machine Learning, 1991. [All Versions].

• Representations in distributed cognitive tasks - Cognitive Science, 1994. [All Versions].

• The nature of external representations in problem solving - Cognitive Science, 1997. [All Versions].

• Exploration: from machines to humans - Current Opinion in Behavioral Sciences, 2020. [All Versions].

• Balancing exploration and exploitation with information and randomization - Current Opinion in Behavioral Sciences, 2021. [All Versions].

• Hippocampal neurons construct a map of an abstract value space - Cell, 2021. [All Versions].

Problem Solving / Planning

• What Is the Model in Model-Based Planning? - Cognitive Science, 2021. [All Versions].

Problem Solving / Reinforcement Learning

• Solving Compositional Reinforcement Learning Problems via Task Reduction - ICLR'21, 2021. [All Versions].

• Neural Task Programming: Learning to Generalize Across Hierarchical Tasks - ICRA'18, 2018. [All Versions].

• Learning to act: qualitative learning of deterministic action models - Journal of Logic and Computation, 2017. [All Versions].

• Learning to Act and Observe in Partially Observable Domains - 2021. [All Versions].

• Data-Efficient Learning for Complex and Real-Time Physical Problem Solving Using Augmented Simulation - Robotics and Automation Letters, 2021. [All Versions].

Problem Solving / Inverse Reinforcement Learning

• From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following - ICLR'19, 2019. [All Versions].

• Few-shot Bayesian imitation learning with logical program policies. - AAAI'20, 2020. [All Versions].

System 1 & System 2 / Neural-Symbolic AI

• Neural Logic Reinforcement Learning - ICML'19, 2019. [All Versions].

• Abductive learning: towards bridging machine learning and logical reasoning - Science China Information Sciences, 2019. [All Versions].

• Abductive Knowledge Induction From Raw Data - IJCAI'21, 2021. [All Versions].

• Making sense of sensory input - Artificial Intelligence, 2021. [All Versions].

• Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution - CVPR'21, 2021. [All Versions].

• Learn to explain efficiently via neural logic inductive learning - ICLR'20, 2020. [All Versions]. [Project (⭐37)].

• Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning - ICML'20, 2020. [All Versions].

• Generating new concepts with hybrid neuro-symbolic models. - CogSci'20, 2020. [All Versions].

• Learning Task-General Representations with Generative Neuro-Symbolic Modeling - ICLR'21, 2021. [All Versions].

• Neuro-Symbolic Visual Reasoning: Disentangling “Visual” from “Reasoning” - ICML'20, 2020. [All Versions].

• Understanding Deep Architectures with Reasoning Layer - NeurIPS'20, 2020. [All Versions].

• An Explicitly Relational Neural Network Architecture - ICML'20, 2020. [All Versions].

• Compositional Generalization via Neural-Symbolic Stack Machines - NeurIPS'20, 2020. [All Versions].

• Stochastic Optimization of Sorting Networks via Continuous Relaxations - ICLR'19, 2019. [All Versions].

• Program Guided Agent - ICLR'20, 2020. [All Versions].

• Learning Compositional Rules via Neural Program Synthesis - NeurIPS'20, 2020. [All Versions].

• Discovering Symbolic Models from Deep Learning with Inductive Biases - NeurIPS'20, 2020. [All Versions].

• Neural Logic Machines - ICLR'19, 2019. [All Versions].

• The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision - ICLR'19, 2019. [All Versions].

• Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning - ICLR'21, 2021. [All Versions].

• Temporal and Object Quantification Networks - IJCAI'21, 2021. [All Versions].

Explainability / Explainable Deep Learning

• Unsupervised learning by competing hidden units - Proceedings of National Academy of Sciences, 2019. [All Versions].

Embodied Intelligence / Explainable Deep Learning

• Rapid Assimilation of External Objects Into the Body Schema - Psychological Science, 2010. [All Versions].

• The cognitive bases of human tool use - Behavioral and Brain Sciences, 2012. [All Versions].

• The embodied mind extended: using words as social tools - Frontiers in Psychology, 2013. [All Versions].

• Tool use as adaptation - Philosophical Transactions of the Royal Society B: Biological Sciences, 2013. [All Versions].

• Intensive tool-practice and skillfulness facilitate the extension of body representations in humans - Neuropsychologia, 2014. [All Versions].

• Meta-strategy learning in physical problem-solving: the effect of embodied experience - CogSci'21, 2021. [All Versions].

• Robotic hand augmentation drives changes in neural body representation - Science Robotics, 2021. [All Versions].

• Expert Tool Users Show Increased Differentiation between Visual Representations of Hands and Tools - Journal of Neuroscience, 2021. [All Versions].

• Visual scoping operations for physical assembly - CogSci'21, 2021. [All Versions].

• Behavior-grounded representation of tool affordances - ICRA'05, 2005. [All Versions].

• A Relational Approach to Tool-Use Learning in Robots - ILP'12, 2012. [All Versions].

• Relational affordances for multiple-object manipulation - Autonomous Robots, 2017. [All Versions].

• Improvisation through Physical Understanding: Using Novel Objects as Tools with Visual Foresight - RSS'19, 2019. [All Versions].

• Meta-strategy learning in physical problem-solving: the effect of embodied experience - 2021. [All Versions].

Methodologies for Experiments / Human-Machine Comparison

• Problem Solving and Rule Induction: A Unified View - Knowledge and cognition, 1974. [All Versions].

• Evidence integration in model-based tree search - Proceedings of National Academy of Sciences, 2015. [All Versions].

• People Infer Recursive Visual Concepts from Just a Few Examples - Computational Brain & Behavior, 2020. [All Versions].

• One-shot learning of generative speech concepts - CogSci'14, 2014. [All Versions].

• Human few-shot learning of compositional instructions - CogSci'19, 2019. [All Versions].

• Fast and flexible: Human program induction in abstract reasoning tasks - CogSci'21, 2021. [All Versions].

• Investigating Human Priors for Playing Video Games - ICML'18, 2018. [All Versions].

• Tasks for aligning human and machine planning - Current Opinion in Behavioral Sciences, 2019. [All Versions].

Meta-Level Considerations / The Aha! Moment

• Human Performance on Insight Problem Solving: A Review - The Journal of Problem Solving, 2011. [All Versions].

Meta-Level Considerations / Cognitive Architecture

• SOAR: An architecture for general intelligence - Artificial Intelligence, 1987. [All Versions].

• Metacognition in computation: A selected research review - Artificial Intelligence, 2005. [All Versions].

• Basic functional trade-offs in cognition: An integrative framework - Cognition, 2018. [All Versions].

• A Theoretical Computer Science Perspective on Consciousness - Journal of Artificial Intelligence and Consciousness, 2020. [All Versions].

Theory of Mind / Democratization of Science

• The Signature of All Things: Children Infer Knowledge States from Static Images - CogSci'20, 2020. [All Versions].

• Rational quantitative attribution of beliefs, desires and percepts in human mentalizing - Nature Human Behavior, 2017. [All Versions].

• The Bayesian Brain: An Introduction to Predictive Processing - 2018.

• Machine theory of mind - ICML'18, 2018. [All Versions].

• Theory of mind as inverse reinforcement learning - Current Opinion in Behavioral Sciences, 2019. [All Versions].

• Computational Models of Emotion Inference in Theory of Mind: A Review and Roadmap - Topics in Cognitive Science, 2019. [All Versions].

• The Naïve Utility Calculus as a unified, quantitative framework for action understanding - Cognitive Psychology, 2021. [All Versions]. [Project].

• Leveraging Facial Expressions and Contextual Information to Investigate Opaque Representations of Emotion - Emotion, 2019. [All Versions].

• Waiting and weighting: Information sampling is a balance between efficiency and error-reduction - Cognition, 2013. [All Versions].

• Natural scene statistics account for the representation of scene categories in human visual cortex - Neuron, 2013. [All Versions].

• Unit of visual working memory: A Boolean map provides a better account than an object does - Journal of Experimental Psychology, 2020. [All Versions].

• The logic of universalization guides moral judgment - Proceedings of National Academy of Sciences, 2020. [All Versions].

• Origins of the concepts cause, cost, and goal in prereaching infants - Proceedings of National Academy of Sciences, 2019. [All Versions].

Analogy / Democratization of Science

• Generalize and Blend: Concept Blending Based on Generalization, Analogy, and Amalgams - ICCC'15, 2015. [All Versions].

• VISALOGY: Answering Visual Analogy Questions - NeurIPS'15, 2015. [All Versions].

• Detecting Unseen Visual Relations Using Analogies - CVPR'19, 2019. [All Versions].

• Learning to Make Analogies by Contrasting Abstract Relational Structure - ICLR'19, 2019. [All Versions].

• Sky + Fire = Sunset. Exploring Parallels between Visually Grounded Metaphors and Image Classifiers - ACL'20, 2020. [All Versions].

• Analogy as Nonparametric Bayesian Inference over Relational Systems - CogSci'20, 2020. [All Versions].

Causality / Democratization of Science

• Causal Reasoning - The Oxford Handbook of Cognitive Psychology, 2013. [All Versions].

• Inferring causal networks from observations and interventions - Cognitive Science, 2010. [All Versions].

• A Language for Counterfactual Generative Models - ICML'21, 2021. [All Versions].

• Constraints on Hypothesis Selection in Causal Learning - CogSci'15, 2015. [All Versions].

• What happened? Reconstructing the past through vision and sound - 2021. [All Versions].

• How do people generalize causal relations over objects? A non-parametric Bayesian account - 2021. [All Versions].

Commonsense / AI Commonsense Reasoning

• From Recognition to Cognition: Visual Commonsense Reasoning - CVPR'19, 2019. [All Versions]. [Project].

• PIQA: Reasoning about Physical Commonsense in Natural Language - AAAI'20, 2020. [All Versions].

• Visual Commonsense R-CNN - CVPR'20, 2020. [All Versions].

• VisualCOMET: Reasoning About the Dynamic Context of a Still Image - ECCV'20, 2020. [All Versions].

Inductive Logic & Program Synthesis / Commonsense Knowledgebase

• Towards combining inductive logic programming with Bayesian networks - ILP'01, 2001. [All Versions].

• Learning Efficient Logical Robot Strategies Involving Composable Objects - IJCAI'15, 2015. [All Versions].

• Learning Higher-Order Logic Programs through Abstraction and Invention - IJCAI'16, 2016. [All Versions].

• How Much Can Experimental Cost Be Reduced in Active Learning of Agent Strategies? - ILP'18, 2018. [All Versions].

• Meta-Interpretive Learning from noisy images - Machine Learning, 2018. [All Versions].

• Learning efficient logic programs - Machine Learning, 2018. [All Versions].

• Learning higher-order logic programs - Machine Learning, 2019. [All Versions].

• Logical reduction of metarules - Machine Learning, 2019. [All Versions].

• Playgol: Learning Programs Through Play - IJCAI'19, 2019. [All Versions].

• Machine Discovery of Comprehensible Strategies for Simple Games Using Meta-interpretive Learning - New Generation Computing, 2019. [All Versions].

• Forgetting to Learn Logic Programs - AAAI'20, 2020. [All Versions].

• Turning 30: New Ideas in Inductive Logic Programming - IJCAI'20, 2020. [All Versions].

• Learning programs by learning from failures - Machine Learning, 2020. [All Versions].

• Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning - IJCAI'20, 2020. [All Versions].

• Meta-Interpretive Learning as Metarule Specialisation - Machine Learning, 2021. [All Versions].

• Derivative-free optimization of high-dimensional non-convex functions by sequential random embeddings - IJCAI'16, 2016. [All Versions].

• Finitely Generated Groups and First-Order Logic - Journal of The London Mathematical Society-second Series, 2005. [All Versions].

• Leveraging Language for Abstraction and Program Search - ICML'20, 2020. [All Versions].

• Learning Part-Based Abstractions for Visual Object Concepts - CogSci'21, 2021. [All Versions].

Knowledge Representation / Commonsense Knowledgebase

• The Analysis of Knowledge - Plato Stanford.

• Common Knowledge - Plato Stanford.

• Sense-Data - Plato Stanford.

• Epistemic Modal Logic - Wikipedia.

• Logics for Epistemic Programs - Synthese, 2004. [All Versions].

• A Translation Approach to Portable Ontology Specifications - Knowledge Acquisition, 1993. [All Versions].

• The Symbolic Grounding Problem - Physica D: Nonlinear Phenomena, 1990. [All Versions].

• Learning overhypotheses with hierarchical Bayesian models - Developmental Science, 2007. [All Versions].

• Learning Causal Schemata - CogSci'07, 2007, [All Versions].

• A Rational Analysis of Rule-Based Concept Learning - Cognitive Science, 2008. [All Versions].

• Modeling semantic cognition as logical dimensionality reduction - CogSci'08, 2008. [All Versions].

• Theory Acquisition as Stochastic Search - CogSci'10, 2010. [All Versions].

• A probabilistic model of theory formation - Cognition, 2010. [All Versions].

• Bootstrapping in a language of thought: A formal model of numerical concept learning - Cognition, 2012. [All Versions].

• Exploring the Conceptual Universe - Psychological Review, 2012. [All Versions].

• A taxonomy of inductive problems - Psychonomic Bulletin & Review, 2014. [All Versions].

• The Logical Primitives of Thought: Empirical Foundations for Compositional Cognitive Models - Psychological Review, 2016. [All Versions].

• The Emergence of Organizing Structure in Conceptual Representation - Cognitive Science, 2018. [All Versions].

• Theory Acquisition as Constraint-Based Program Synthesis - CogSci'21, 2021. [All Versions].

• Connecting perceptual and procedural abstractions in physical construction - CogSci'21, 2021. [All Versions].

• Invariant representation of physical stability in the human brain - 2021. [All Versions].

• Introduction to The Fluent Calculus - Linkoeping University Electronic Press, 1998. [All Versions].

• From situation calculus to fluent calculus: State update axioms as a solution to the inferential frame problem - Artificial Intelligence, 1999. [All Versions].

• Algorithms of Adaptation in Inductive Inference - 2021. [All Versions].

• A representational analysis of numeration systems - Cognition, 1995. [All Versions].

Cognitive Development / Commonsense Knowledgebase

• Cognitive development: An information processing approach - B.Blackwell, 1991. [All Versions].

• From exploration to play: A cross-sectional study of infant free play behavior - Developmental Psychology, 1981. [All Versions].

• Detecting Blickets: How Young Children Use Information about Novel Causal Powers in Categorization and Induction - Children Development, 2003. [All Versions].

• Serious fun: Preschoolers engage in more exploratory play when evidence is confounded - Developmental Psychology, 2007. [All Versions].

• Where science starts: Spontaneous experiments in preschoolers' exploratory play - Cognition, 2011. [All Versions].

• Scientific thinking in young children: Theoretical advances, empirical research, and policy implications - Science, 2012. [All Versions].

• Finding New Facts; Thinking New Thoughts - Advances in Child Development and Behavior, 2012. [All Versions].

• Theory learning as stochastic search in the language of thought - Cognitive Development, 2012. [All Versions].

• Infants make more attempts to achieve a goal when they see adults persist - Science, 2017. [All Versions].

• Knowing when to quit: Children consider access to solutions when deciding whether to persist - CogSci'20, 2020. [All Versions].

• Bayesian Models of Conceptual Development: Learning as Building Models of the World - Annual Review of Developmental Psychology, 2020. [All Versions].

• Sticking to the Evidence? A Behavioral and Computational Case Study of Micro-Theory Change in the Domain of Magnetism - Cognitive Science, 2019. [All Versions].

• Cognitive pragmatism: Children flexibly choose between facts and conjectures - CogSci'18, 2018. [All Versions].

• Exploratory play, rational action, and efficient search - CogSci'20, 2020. [All Versions].

• Children selectively endorse speculative conjectures - Child Development, 2021. [All Versions].

• Learning higher-order generalizations through free play: Evidence from 2- and 3-year-old children - Developmental Psychology, 2017. [All Versions].

• The Child as Hacker - Trends in Cognitive Sciences, 2020. [All Versions].

• Childhood as a solution to explore–exploit tensions - Philosophical Transactions of the Royal Society B: Biological Sciences, 2020. [All Versions].

• Children's exploratory play tracks the discriminability of hypotheses - Nature Communications, 2021. [All Versions].

• A Developmental Perspective on Executive Function - Child Development, 2010. [All Versions].

• Rethinking Executive Function and Its Development - Psychological Science, 2020. [All Versions].

Learning in the Open World / Commonsense Knowledgebase

• Online learning of symbolic concepts - Journal of Mathematical Psychology, 2017. [All Versions].

• Towards Open Set Deep Networks - CVPR'16, 2016. [All Versions].

• Adversarial Filters of Dataset Biases - ICML'20, 2020. [All Versions].

• A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning - 2020. [All Versions].

• Energy-Based Models for Continual Learning - NeurIPS'20, 2020. [All Versions]. [Project].

• Learning to Learn Image Classifiers with Visual Analogy - CVPR'18, 2018. [All Versions].

• Zero-Shot Object Detection - ECCV'18, 2018. [All Versions].

• Towards Open World Object Detection - CVPR'21, 2021. [All Versions]. [Project (⭐981)].

• Learning to Recognise Unseen Classes by A Few Similes - MM'17, 2017. [All Versions].

Learning with Cognitive Plausibility / Commonsense Knowledgebase

• Cognitive Science: Definition, Status, and Questions - Annual Review of Psychology, 1989. [All Versions].

• Machine Behaviour - Nature, 2019. [All Versions].

• CLEVRER: CoLlision Events for Video REpresentation and Reasoning - ICLR'20, 2020. [All Versions].

• The relationship between Precision-Recall and ROC curves - ICML'06, 2006. [All Versions].

• Distributional Generalization: A New Kind of Generalization - 2020. [All Versions].

• Language acquisition in the absence of explicit negative evidence: how important is starting small? - Cognition, 1999. [All Versions].

• Parsing video events with goal inference and intent prediction - ICCV'11, 2011. [All Versions].

• Explainable and Explicit Visual Reasoning over Scene Graphs - CVPR'19, 2019. [All Versions].

• Motion Reasoning for Goal-Based Imitation Learning - ICRA'20, 2020. [All Versions].

• Action Genome: Actions as Compositions of Spatio-temporal Scene Graphs - CVPR'20, 2020. [All Versions].

• Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals - NeurIPS'20, 2020. [All Versions].

• Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks - CVPR'20, 2020. [All Versions].

• Putting visual object recognition in context - CVPR'20, 2020. [All Versions].

• Multimodal Few-Shot Learning with Frozen Language Models - 2021. [All Versions].

• Describing Objects by their Attributes - CVPR'09, 2009. [All Versions].

• Panoramic Learning with A Standardized Machine Learning Formalism - 2021. [All Versions].

MIT / Commonsense Knowledgebase

• Center for Brains, Minds and Machines (CBMM) - MIT.

• Rebecca Saxe - Department of Brain and Cognitive Sciences, MIT, Social Cognitive Neuroscience Laboratory (SaxeLab) - MIT.

• Laura Schulz - Department of Brain and Cognitive Sciences, MIT, Early Childhood Cognition Lab - MIT.

Stanford / Commonsense Knowledgebase

• Tobias Gerstenberg - Department of Psychology, Stanford, Causality in Cognition Lab (CICL) - Stanford.

Princeton / Commonsense Knowledgebase

• Tania Lombrozo - Department of Psychology, Princeton, Concepts & Cognition Lab - Princeton.

UC Berkeley / Commonsense Knowledgebase

• Fei Xu - Department of Psychology, UC Berkeley, Berkeley Early Learning Lab (Xu Lab) - UC Berkeley.

• Alison Gopnik - Department of Psychology, UC Berkeley, Cognitive Development & Learning Lab (Gopnik Lab) - UC Berkeley.

• Steve Piantadosi - Department of Psychology, UC Berkeley, The computation and language lab (colala) - UC Berkeley.

• Celeste Kidd - Department of Psychology, UC Berkeley, Kidd Lab - UC Berkeley.

UCSD / Commonsense Knowledgebase

• Zhuowen Tu - Department of Computer Science, UCSD, Machine Learning, Perception, and Cognition Lab (mlPC) - UCSD.

• Ed Vul - Department of Psychology, UCSD, Computational Cognition Lab - UCSD.

NYU / Commonsense Knowledgebase

• Brenden Lake - Department of Psychology, NYU, Human & Machine Learning Lab (Lake Lab) - NYU.

• Todd Gureckis - Department of Psychology, NYU, Computation & Cognition Lab - NYU.

• Wei Ji Ma - Department of Psychology, Center for Neural Science, NYU, Wei Ji Ma Lab - NYU.

Ulf Grenander / Commonsense Knowledgebase

• A Calculus of Ideas: A Mathematical Study of Thinking - World Scientific Publishing Company, 2012. [All Versions].

• General Pattern Theory: A Mathematical Study of Regular Structures - Oxford University Press, 1993. [All Versions].

Michael Tomasello / Commonsense Knowledgebase

• Origins of human communication - MIT Press, 2010. [All Versions].

• The cultural origins of human cognition - Havard University Press, 2000. [All Versions].

Judea Pearl / Commonsense Knowledgebase

• The Book of Why: The New Science of Cause and Effect - Basic Books, 2018. [All Versions].

• Causality: Models, Reasoning and Inference - Cambridge University Press, 2009. [All Versions].

Daniel Kahneman / Commonsense Knowledgebase

• Thinking, fast and slow - Farrar Straus Giroux, 2011. [All Versions].

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11. Awesome Code Review

Articles

• Modern Code Reviews Arguably belongs in academic paper, but it's a website giving an overview of evidence on code review by facet/context. Links off to a bunch of papers.

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13. Awesome Capacitor

Official plugins

• Action Sheet (⭐398) - Provides access to native Action Sheets.

• App Launcher (⭐398) - Allows to check if an app can be opened and open it.

• Browser (⭐398) - Provides the ability to open an in-app browser and subscribe to browser events.

• Camera (⭐398) - Provides the ability to take a photo with the camera or choose an existing one from the photo album.

• Clipboard (⭐398) - Enables copy and pasting to/from the system clipboard.

• Dialog (⭐398) - Provides methods for triggering native dialog windows for alerts, confirmations, and input prompts.

• Geolocation (⭐398) - Provides simple methods for getting and tracking the current position of the device using GPS, along with altitude, heading, and speed information if available.

• Haptics (⭐398) - Provides physical feedback to the user through touch or vibration.

• Keyboard (⭐398) - Provides keyboard display and visibility control, along with event tracking when the keyboard shows and hides.

• Local Notifications (⭐398) - Provides a way to schedule device notifications locally (i.e. without a server sending push notifications).

• Motion (⭐398) - Tracks accelerometer and device orientation (compass heading, etc.).

• Network (⭐398) - Provides network and connectivity information.

• Push Notifications (⭐398) - Provides access to native push notifications.

• Share (⭐398) - Provides methods for sharing content in any sharing-enabled apps the user may have installed.

• Splash Screen (⭐398) - Provides methods for showing or hiding a Splash image.

• Status Bar (⭐398) - Provides methods for configuring the style of the Status Bar, along with showing or hiding it.

• Text Zoom (⭐398) - Provides the ability to change Web View text size for visual accessibility.

Community plugins

• Admob (⭐167) - A native plugin for AdMob.

• Apple sign in (⭐119) - Capacitor Sign in with Apple.

• Background geolocation (⭐149) - Receive geolocation updates even while app is backgrounded.

• Barcode scanner (⭐408) - A fast and efficient QR / barcode scanner for Capacitor.

• Bluetooth-le (⭐197) - Bluetooth Low Energy.

• Camera preview (⭐151) - Camera preview.

• Googlemaps (⭐137) - Plugin using native Maps API for Android and iOS.

• Contacts (⭐104) - Contacts Plugin for Capacitor.

• Date picker (⭐75) - Native DateTime Picker Plugin for Capacitor Apps.

• Facebook Login (⭐81) - A native plugin for Facebook Login.

• Flipper (⭐7) - A native plugin for flipper debugger.

• Http (⭐209) - A native HTTP plugin for CORS-free requests and file transfers.

• Intercom (⭐47) - Enable Intercom features for Capacitor apps.

• Media (⭐70) - Enable some media features for Capacitor such as create albums, save videos, gifs and more.

• Native audio (⭐76) - A native plugin for native audio engine.

• Native market (⭐23) - A native market plugin for linking to google play or app store.

• React hooks (⭐230) - React Hooks for Capacitor apps.

• Realm (⭐23) - A native plugin for MongoDB Realm.

• Speech recognition (⭐57) - A native plugin for speech recognition.

• Sqlite (⭐326) - Native & electron SQLite databases.

• Stripe (⭐149) - Stripe SDK bindings for Capacitor Applications.

• Tauri (⭐90) - Support for the Tauri platform.

• Text to speech (⭐74) - Synthesizing speech from text.

• Twitter (⭐11) - Enable TwitterKit features for Capacitor.

• Uxcam (⭐5) - UXCam and FullStory analytics. It uses UXCam for Android and iOS platforms and FullStory for Web/PWA.

Other plugins

• App Tracking Transparency (⭐23) - Request user authorization to access app-related data for tracking the user or the device. iOS only.

• Brother Print (⭐5) - A native Brother Print SDK implementation for iOS & Android.

• Biometric (⭐139) - Use biometrics confirm device owner presence or authenticate users.

• Dark mode (⭐1) - Monitor the changes made to system's dark mode.

• Email composer (⭐17) - Open a native E-Mail Composer within your Capacitor App.

• Facebook Analytics (⭐5) - Facebook Analytics Plugin for Capacitor.

• File selector (⭐13) - Select files form Android/iOS devices and the web.

• Jitsi (⭐69) - Make video calls through the free, open-sourced Jitsi video platform.

• Lightsensor (⭐2) - Get the illuminance level on the device.

• Native settings (⭐54) - Open native settings screens.

• NativeScript
  • NativeScript Capacitor (⭐31) - Empower Capacitor with native APIs.
  • Augmented Reality (⭐116) - Add AR experiences.

• Navigation bar (⭐36) - Navigation Bar manipulation, hide/show.

• Rate app (⭐106) - Let users rate your app using native rate app dialog for both Android and iOS.

• Read sms (⭐0) - Read the user's SMS with their permission.

• Screenshot (⭐11) - Take a screenshot of the current view.

• Send intent (⭐7) - Expose a listener in your JavaScript application for when another application sends data to your Capacitor application via the Android share menu or share sheet.

• Sentry (⭐112) - Add Sentry error tracking and performance monitoring for Capacitor apps.

• Stripe terminal (⭐27) - Stripe Terminal Plugin for Capacitor.

• Sprig (⭐0) - All-in-one  product research platform.

• Square Payments (⭐2) - Enable Square Payments for Capacitor.

• Sumup (⭐1) - SumUp Mobile SDK.

14. Awesome Lidar

Datasets

• USyd Dataset- The Univerisity of Sydney Campus- Dataset - Long-term, large-scale dataset collected over the period of 1.5 years on a weekly basis over the University of Sydney campus and surrounds. It includes multiple sensor modalities and covers various environmental conditions. ROS compatible
  • Paper 📰

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