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docs/awesome/awesome-agi-cocosci.md

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* [DreamCoder: growing generalizable, interpretable knowledge with wake–sleep Bayesian program learning](https://royalsocietypublishing.org/doi/full/10.1098/rsta.2022.0050) - ***Philosophical Transactions of the Royal Society A***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=11356436337624711843)]. [[Preprint](https://arxiv.org/abs/2006.08381)]. This paper presents DreamCoder, a system that learns to solve problems by writing programs. It builds expertise by creating domain-specific programming languages for expressing domain concepts, together with neural networks to guide the search for programs within these languages. A ‘wake–sleep’ learning algorithm alternately extends the language with new symbolic abstractions and trains the neural network on imagined and replayed problems. DreamCoder solves both classic inductive programming tasks and creative tasks such as drawing pictures and building scenes.
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* [Grammar Prompting for Domain-Specific Language Generation with Large Language Models](https://proceedings.neurips.cc/paper_files/paper/2023/hash/cd40d0d65bfebb894ccc9ea822b47fa8-Abstract-Conference.html) - ***NeurIPS'23***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=11694070042468483715)]. Grammar prompting is a simple approach to enable LLMs to use external knowledge and domain-specific constraints expressed through a grammar in Backus--Naur Form (BNF) during in-context learning.
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* [Grammar Prompting for Domain-Specific Language Generation with Large Language Models](https://proceedings.neurips.cc/paper_files/paper/2023/hash/cd40d0d65bfebb894ccc9ea822b47fa8-Abstract-Conference.html) - ***NeurIPS'23***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=11694070042468483715)]. Grammar prompting is a simple approach to enable LLMs to use external knowledge and domain-specific constraints expressed through a grammar in Backus--Naur Form (BNF) during in-context learning. Grammar prompting augments each demonstration example with a specialized grammar that is minimally sufficient for generating the particular output example, where the specialized grammar is a subset of the full DSL grammar. For inference, the LLM first predicts a BNF grammar given a test input, and then generates the output according to the rules of the grammar. Experiments demonstrate that grammar prompting can enable LLMs to perform competitively on a diverse set of DSL generation tasks, including semantic parsing (SMCalFlow, Overnight, GeoQuery), PDDL planning, and SMILES-based molecule generation.
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* [Errors are Useful Prompts: Instruction Guided Task Programming with Verifier-Assisted Iterative Prompting](https://arxiv.org/abs/2303.14100) - 2023. [[All Versions](https://scholar.google.com/scholar?cluster=8063693456660536915)]. [[Code](https://github.com/ac-rad/xdl-generation)]. [[Website](https://ac-rad.github.io/clairify/)]. This paper proposes CLAIRIFY, an approach that combines automatic iterative prompting with program verification to ensure programs written in data-scarce domain-specific language are syntactically valid and incorporate environment constraints.
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docs/awesome/awesome-angular.md

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* [ngx-signal-store-query](https://github.com/k3nsei/ngx-signal-store-query) - Signal Store feature that bridges with [Angular Query](https://tanstack.com/query/latest/docs/framework/angular/overview).
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* [SmartNgRX](https://github.com/DaveMBush/SmartNgRX) - A library that hides most of NgRx from the developer for CRUD operations while still using NgRx under the hood and allowing you to use it with existing NgRx code.
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* [ngrx-hateoas](https://github.com/angular-architects/ngrx-hateoas) - A library to bring hypermedia json into the NgRx Signal Store following the HATEOAS approach.
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* [ngrx-http-tracking](https://github.com/acandylevey/ngrx-http-tracking) - This NgRx library is aimed at slotting into your pre-existing NgRx stores to reduce the amount of boilerplate code you need to write and make handling the loading, success, and error states of HTTP requests significantly easier.
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##### NGXS
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docs/awesome/awesome-annual-security-reports.md

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- [CrowdStrike](https://www.crowdstrike.com/resources/reports/overwatch-threat-hunting-report/) - [Threat Hunting Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/CrowdStrike-Threat-Hunting-Report-2024.pdf) (2024) - Provides comprehensive insights into over 245 advanced persistent threats (APTs) and adversary tactics through global threat monitoring and analysis.
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- [CrowdStrike](https://www.crowdstrike.com/resources/reports/global-threat-report/) - [Global Threat Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Crowdstrike-Global-Threat-Report-2024.pdf) (2024) - Analyzes global cyber threats, offering insights into adversary tactics, emerging attack trends, and strategies for improving cyber defense.
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- [DeepInstinct](https://www.deepinstinct.com/blog/2022-cyber-threat-landscape-report) - [Threat Landscape Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2023/Deep-Instinct-Cyber-Threat-Landscape-Report-2023.pdf) (2023) - Examines evolving cyber threats, offering insights into attack techniques, malware trends, and strategies for enhancing organizational cybersecurity.
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- [ENISA](https://www.enisa.europa.eu/publications/enisa-threat-landscape-2023) - [Threat Landscape Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2023/ENISA-Threat-Landscape-2023.pdf) (2023) - An annual summary of key cybersecurity threats, trends, and attack techniques. It examines threat actors, motivations, impacts, and suggests mitigation strategies.
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- [Deepwatch](https://www.deepwatch.com/2024-ati-threat-report/) - [Annual Threat Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Deepwatch-Annual-Threat-Report-2024.pdf) (2024) - Analyzes cybersecurity trends, observations, and metrics to provide insights and forecasts for the upcoming year.
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- [ENISA](https://www.enisa.europa.eu/publications/enisa-threat-landscape-2024) - [Threat Landscape Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/ENISA-Threat-Landscape-2024.pdf) (2024) - An annual summary of key cybersecurity threats, trends, and attack techniques. It examines threat actors, motivations, impacts, and suggests mitigation strategies.
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- [Ensign](https://www.ensigninfosecurity.com/resources/threat-insights/cyber-threat-landscape-report-2024) - [Cyber Threat Landscape Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Ensign-Cyber-Threat-Landscape-Report-2024.pdf) (2024) - Analysis of key cyber threats across Asia, focusing on Singapore, Malaysia, Indonesia, South Korea, Australia, and Greater China.
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- [Expel](https://expel.com/annual-threat-report/) - [Annual Threat Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Expel-Annual-Threat-Report-2024.pdf) (2024) - Provides an overview of cyber threats and attack trends observed by Expel's security operations team throughout the year.
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- [FBI](https://www.ic3.gov/Home/AnnualReports) - [Internet Crime Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2023/FBI-Internet-Crime-Report-2023.pdf) (2023) - Examines cybercrime complaints to protect the public, track trends, support investigations, and promote awareness of internet-facilitated crimes.
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- [Sophos](https://www.sophos.com/en-us/labs/security-threat-report) - [Threat Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Sophos-Threat-Report-2024.pdf) (2024) - Provides an analysis of current cyber threats and attack trends, offering insights into emerging vulnerabilities and strategies for improving cyber defense.
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- [Trellix](https://www.trellix.com/advanced-research-center/threat-reports/june-2024/) - [Advanced Threat Research Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Trelllix-Advanced-Threat-Research-Report-2024.pdf) (2024) - Provides highlights insights, intelligence, and guidance gleaned from multiple sources of critical data on cybersecurity threats.
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- [TrendMicro](https://www.trendmicro.com/vinfo/us/security/research-and-analysis/threat-reports/roundup/calibrating-expansion-2023-annual-cybersecurity-threat-report) - [Annual Cybersecurity Threat Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2023/Trendmicro-Annual-Cybersecurity-Report-2023.pdf) (2023) - Analysis of global cyber threats, examining attack trends, emerging vulnerabilities, and strategies for enhancing organizational security posture.
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- [Trustwave](https://www.trustwave.com/en-us/resources/library/documents/2024-education-threat-briefing-and-mitigation-strategies/) - [Education Sector Threat Landscape](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Trustwave-Education-Sector-Threat-Landscape-2024.pdf) (2024) - Highlights key trends like the shift to online learning, third-party security risks, and the growing prevalence of ransomware attacks. It aims to provide an overview of the challenges facing educational institutions in the current cybersecurity environment.
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- [Trustwave](https://www.trustwave.com/en-us/resources/library/documents/professional-services-threat-briefing-and-mitigation-strategies/) - [Professional Services Sector Threat Landscape](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Trustwave-Professional-Services-Sector-Threat-Landscape-2024.pdf) (2024) - Outlines the threat landscape for professional services, highlighting key trends like supply chain vulnerabilities, the increasing prevalence of ransomware, and the complex security implications of technology adoption.
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- [Trustwave](https://www.trustwave.com/en-us/resources/library/documents/public-sector-threat-briefing-and-mitigation-strategies/) - [Public Sector Threat Landscape](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Trustwave-Public-Sector-Threat-Landscape-2024.pdf) (2024) - Emerging trends, the double-edged nature of new technologies, and the increasing convergence of IT and OT systems, creating new vulnerabilities.
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- [Trustwave](https://www.trustwave.com/en-us/en-us/resources/library/documents/2024-technology-threat-briefing-and-mitigation-strategies/) - [Technology Sector Threat Landscape](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Trustwave-Technology-Sector-Threat-Landscape-2024.pdf) (2024) - Outlines the key technology threats for 2024, including emerging trends, third-party risks, the conflict between speed and security, and the increasing prevalence of ransomware.
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- [Upstream](https://upstream.auto/reports/global-automotive-cybersecurity-report/) - [Global Automotive Cybersecurity Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Upstream-Global-Automotive-Cybersecurity-Report-2024.pdf) (2024) - Analysis of over 1,468 automotive cybersecurity incidents, monitoring trends across open, deep, and dark web forums to help safeguard the Smart Mobility ecosystem against emerging threats.
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- [US Department of Defense](https://federalnewsnetwork.com/commentary/2024/10/open-source-intelligence-professionalism-distinguishing-osint-from-pro-sint/) - [OSINT Strategy 2024–2028](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/USDoD-OSINT-Strategy-2024.pdf) (2024) - This strategy outlines the Department of Defense's approach to open-source intelligence (OSINT) as a vital resource for decision-makers and warfighters, emphasizing OSINT's role in enhancing situational awareness and operational effectiveness.
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- [WatchGuard](https://www.watchguard.com/wgrd-security-hub/internet-security-report) - [Threat Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/WatchGuard-Threat-Report-2024.pdf) (2024) - Provides an analysis of current cyber threats and attack trends, offering insights into network security challenges and strategies for improving organizational cybersecurity.
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- [White House](https://www.whitehouse.gov/oncd/briefing-room/2024/05/07/fact-sheet-cybersecurity-posture-report/) - [Cybersecurity Posture of the United States](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Whitehouse-Cybersecurity-Posture-of-the-United-States-2024.pdf) (2024) - Evaluates the U.S. cybersecurity posture, covering federal agency resilience against cyber threats, policy effectiveness, and readiness to counter emerging security risks affecting national interests.
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## Application Security
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- [BlackDuck](https://www.blackduck.com/resources/analyst-reports/software-vulnerability-trends.html) - [Software Vulnerability Snapshot Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/BlackDuck-Software-Vulnerability-Snapshot-Report-2024.pdf) (2024) - A snapshot of software vulnerabilities, highlighting key findings, potential business impacts, and recommendations.
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- [Escape](https://escape.tech/the-api-secret-sprawl-2024) - [State of API Exposure](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Escape-State-of-API-Exposure-2024.pdf) (2024)
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Analyzes API security across Fortune 1000 and CAC 40 companies, uncovering 30,000 exposed APIs and 100,000 API issues, emphasizing risks in large organizations.
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- [RunZero](https://www.runzero.com/research-report/) - [RunZero Research Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/RunZero-Research-Report-Vol1-2024.pdf) (2024) - Examines a broad range of organizational and network security issues through an innovative asset-centric approach, with a focus on "dark matter" in networks, segmentation issues, and unusual asset detection.
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- [Trustwave](https://www.trustwave.com/en-us/resources/library/documents/2024-trustwave-risk-radar-report-financial-services-sector/) - [Financial Services Risk Radar Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Trustwave-Financial-Services-Risk-Radar-Report-2024.pdf) (2024) Highlights the unique threat landscape facing the financial services sector, focusing on notable trends and the growing risk of insider threats. This report provides key insights into the cybersecurity challenges specific to this industry.
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## Ransomware
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- [Guidepoint](https://www.guidepointsecurity.com/resources/grit-ransomware-annual-report-2023/) - [GRIT Ransomware Annual Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2023/Guidepoint-Ransomware-Annual_Report-2023.pdf) (2023) - A comprehensive analysis of ransomware trends, attack techniques, and mitigation strategies, providing valuable insights for organizations to enhance their ransomware resilience.
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- [PaloAlto](https://start.paloaltonetworks.com/2023-unit42-ransomware-extortion-report) - [Unit 42 Ransomware Extortion Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2023/PaloAlto-Unit-42-Ransomeware-Extortion-Report-2023.pdf) (2023) - Examines current ransomware and extortion trends, offering insights into attacker tactics, ransom demands, and strategies for improving organizational resilience against ransomware attacks.
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- [Guidepoint](https://www.guidepointsecurity.com/resources/grit-ransomware-report-2024-q1/) - [GRIT Ransomware Annual Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Guidepoint-Ransomware-Annual_Report-2024.pdf) (2024) - A comprehensive analysis of ransomware trends, attack techniques, and mitigation strategies, providing valuable insights for organizations to enhance their ransomware resilience.
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- [PaloAlto](https://unit42.paloaltonetworks.com/unit-42-ransomware-leak-site-data-analysis/) - [Ransomware Review](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/PaloAlto-Ransomware-Review-2024.pdf) (2024) - Examines current ransomware and extortion trends, offering insights into attacker tactics, ransom demands, and strategies for improving organizational resilience against ransomware attacks.
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- [Veeam](https://www.veeam.com/resources/wp-2024-ransomware-trends-executive-summary-global.html) - [Ransomware Trends Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Veeam-Ransomware-Trends-2024.pdf) (2024) - Provides an overview of current ransomware attack patterns, data recovery challenges, and strategies for improving organizational ransomware preparedness and resilience.
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- [Zscaler](https://www.zscaler.com/campaign/threatlabz-ransomware-report) - [ThreatLabz State of Ransomware Report](https://github.com/jacobdjwilson/awesome-annual-security-reports/blob/master/Annual%20Security%20Reports/2024/Threatlabz-Ransomware-Report-2024.pdf) (2024) - A comprehensive analysis of global ransomware trends, examining attack techniques, ransom demands, and strategies for preventing and mitigating ransomware attacks.
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docs/awesome/awesome-bitcoin.md

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* [Tatum](https://tatum.io/blockchain-api) - The blockchain development platform to build Web3 application. The go-to blockchain data API for Web3 developers.
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* [mempool.space](https://mempool.space/docs/api/rest) - Open source and self hostable REST, WebSocket and Electrum RPC API
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* [kibō.money](https://kibo.money) - An open source Bitcoin Core data extractor and visualizer (aka FOSS Glassnode)
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* [Maestro](https://www.gomaestro.org/) - Advanced UTxO-indexing data layer to Supercharge Defi on Bitcoin
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## Market Data API
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* [CoinMetrics.io](https://docs.coinmetrics.io/api/v2/) JSON REST API (free as well as paid) with access to market data. Also CSV data file download available.

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