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Risenshine! Here is digest of signals harvested on 2026-07-13.
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Markets
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International - 07/13 |
-0.1204% -0.8365% MoM | 0% -1.5519% MoM | +0.4094% +0.844% MoM | +0.5143% +1.1857% MoM |
+0.5143% +1.1857% MoM | +0.4732% +1.9726% MoM | +0.0588% -2.7833% MoM | +0.714% -3.1792% MoM |
-1.3148% -3.0627% MoM | +0.0596% -1.0421% MoM | -0.0707% -0.5158% MoM | +0.2095% -4.6426% MoM |
+1.1014% +0.5209% MoM | +0.5712% +0.0812% MoM | +1.0852% -0.1692% MoM | +1.3673% -1.6918% MoM |
+0.8929% +9.4053% MoM | +0.097% -8.7533% MoM | +0.6975% -1.1888% MoM | +0.1883% -3.2719% MoM |
+0.6202% -1.6667% MoM | -0.4646% -4.175% MoM | -0.1673% -5.7928% MoM | +0.0849% -2.716% MoM |
+0.733% -6.4158% MoM |
Commodities - 07/13 |
-0.3094% -4.9275% MoM | -0.3509% -14.9992% MoM | -0.2844% -10.3209% MoM | +1.026% -8.0324% MoM |
+0.2165% +5.2691% MoM | +0.4183% -0.0928% MoM | +0.6358% -4.1866% MoM | -2.1237% -7.2616% MoM |
+1.3333% +3.6773% MoM | +2.9067% +5.2351% MoM | +1.464% -10.5909% MoM | -0.6866% -13.9867% MoM |
Favorites - 07/13 |
+0.4446% +8.3737% MoM | +2.0431% +1.9424% MoM | +0.1925% -3.6672% MoM | +4.0339% -0.7013% MoM |
-2.4823% -26.9934% MoM | -2.7835% +27.6596% MoM | -0.6881% -0.2764% MoM | +1.0707% -0.1955% MoM |
+1.6583% -1.6736% MoM | -1.3664% -21.6119% MoM | -2.3991% -14.0935% MoM | -1.2444% -9.99% MoM |
-1.0204% -14.3336% MoM | -3.0666% -23.6564% MoM | -0.2846% +6.3761% MoM | -0.6432% -3.8876% MoM |
Sectors - 07/13 |
+0.431% +0.0159% MoM | -0.8201% +5.1998% MoM | +0.3061% +4.0142% MoM | +0.4974% -1.2003% MoM |
-0.0619% -7.4962% MoM | -0.2337% +0.6992% MoM | +0.0967% +0.7788% MoM | -1.0048% -1.293% MoM |
+0.7591% +3.4496% MoM | -1.5031% -12.3111% MoM |
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Gainers
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Market closed! Happy holidays! |
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Losers
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Market closed! Happy holidays! |
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Business
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Energy Transition and Technology Lifecycles in Developing Economies: Nuclear Power and EV Durability in Asia |
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🗺 Background:- Developing economies in Asia are increasingly turning to nuclear power and electric vehicles (EVs) to accelerate their energy transition.
- Nuclear power offers a low-carbon solution for base-load energy needs, with countries like China and India investing in reactor construction since the 2010s.
- EV adoption in Asia has surged, especially in China, where over 9 million EVs were sold in 2023 to support efforts to decarbonize the transportation sector.
- Rapid technological change affects the durability and lifecycle of core assets like reactors and EV batteries throughout Asia.
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🎩 Key stakeholders:- State-owned firms like China National Nuclear Corporation and India's NPCIL dominate regional nuclear expansion.
- Leading global EV manufacturers such as BYD, Tata Motors, and Hyundai are primary players in Asian EV markets.
- National governments—including policy bodies in China, India, and Indonesia—set strategic priorities and targets for energy diversification.
- International agencies such as the International Atomic Energy Agency (IAEA) and International Energy Agency (IEA) provide technical guidance and monitoring.
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➡ Potential consequences:- Near-term, rapid reactor deployment may strain supply chains and skilled labor across the Asian nuclear sector.
- Widespread EV adoption could drive renewed investment in battery recycling and grid modernization by 2027.
- Medium-term, enhanced durability of EV batteries could extend vehicle lifecycles and reduce total cost of ownership in Asian markets.
- Policy support for nuclear and EVs may reshape energy trade balances and reduce dependence on imported fossil fuels by 2030.
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Impact of Middle Eastern Geopolitics on Global Security and Energy Markets: The Strait of Hormuz Crisis, US-Iran Hostilities and Ceasefire Fragmentation |
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🗺 Background:- The Strait of Hormuz is a strategic chokepoint through which around 20% of global oil shipments pass, making it critical to global energy markets.
- US-Iran hostilities have escalated since the US withdrawal from the Iran nuclear deal (JCPOA) in May 2018, increasing regional military tensions.
- Periods of ceasefire in the region, especially in Yemen and Gaza, have often been fragile, with recurrent breakdowns leading to renewed conflict.
- Geopolitical instability in the Middle East frequently triggers volatility in global oil prices and supply disruption fears.
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🎩 Key stakeholders:- The United States government, including CENTCOM, is directly involved in safeguarding the Strait and responding to Iranian military actions.
- Iran's Islamic Revolutionary Guard Corps Navy has previously threatened to block the Strait of Hormuz in retaliation to sanctions and military actions.
- Major oil companies such as Saudi Aramco, ExxonMobil, and BP have vested interests in the uninterrupted flow of oil through the Strait.
- International institutions, including the United Nations and the International Energy Agency (IEA), monitor and react to disruptions in Middle Eastern energy supply.
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➡ Potential consequences:- Near-term consequences may include further spikes in global oil prices and heightened naval deployments in the Gulf region.
- A prolonged or escalated conflict could disrupt up to 20 million barrels per day of oil exports, causing significant volatility in energy markets.
- Fragmentation of ceasefires could draw in regional proxies, increasing the risk of wider conflict and humanitarian crises in the Middle East.
- Medium-term disruptions may prompt accelerated investments in alternative energy routes and sources outside the Persian Gulf.
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AI-driven Inflation and Its Consequences: The Role of Technology, Climate Events, and Policy in Shaping US Consumer Prices |
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🗺 Background:- US consumer prices have recently surged, with the CPI rising 3.3% year-on-year in May 2026 according to Bureau of Labor Statistics data.
- AI-driven automation and supply chain optimization are changing price dynamics, especially in sectors like manufacturing and retail.
- Extreme climate events such as June 2026 Midwest flooding have disrupted agricultural production, affecting food prices.
- Federal Reserve policy—most recently, maintaining interest rates steady as of July 2026—plays a pivotal role in influencing inflation expectations.
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🎩 Key stakeholders:- Tech giants including Amazon, Google, and Microsoft drive AI-powered logistics and pricing strategies.
- Federal Reserve Chair Jerome Powell and Treasury Secretary Janet Yellen are key policymakers addressing inflation.
- US Department of Agriculture monitors and reports on climate impacts affecting food prices.
- Major retail chains such as Walmart and grocery distributors have reported AI-integrated price management in recent quarterly statements.
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➡ Potential consequences:- Near-term: Continued AI-driven supply chain enhancements may lead to volatile price adjustments for consumer goods over the next quarter.
- Near-term: Climate disruptions could cause persistent food inflation through the end of 2026.
- Medium-term: Policy responses such as targeted subsidies or rate hikes may become necessary to stabilize consumer prices.
- Medium-term: Greater adoption of AI in pricing could widen the gap between tech-enabled and traditional retailers, impacting competition and wages.
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Changing Global Automotive Markets: German Carmaker Declines in China and the Competitive Rise of Chinese EV Brands Abroad |
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🗺 Background:- German carmakers have historically dominated the automotive market in China, selling millions of units annually.
- China is now the world’s largest automotive market, with rapid growth in electric vehicle (EV) adoption since 2020.
- Chinese EV brands like BYD and NIO have aggressively expanded internationally, challenging traditional Western automakers.
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🎩 Key stakeholders:- Volkswagen AG, Mercedes-Benz, and BMW are major German automakers facing challenges in China.
- BYD, NIO, and XPeng are leading Chinese EV brands gaining market share abroad.
- China’s Ministry of Industry and Information Technology and the European Commission monitor automotive trade developments.
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➡ Potential consequences:- German automakers may face further sales declines and reduced profitability in the Chinese market in the next 12 months.
- Chinese EV brands may increase their share of European markets, potentially prompting regulatory responses from the EU.
- Strategic partnerships between Chinese and European manufacturers could reshape supply chains and technology standards by mid-2027.
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2026 FIFA World Cup as an Economic and Cultural Catalyst: American Consumerism, Celebrity Influence and Urban Investment in Sports Infrastructure |
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🗺 Background:- The 2026 FIFA World Cup, running from June 11 to July 19, is co-hosted by the United States, Canada, and Mexico, featuring 48 teams and 104 matches—the largest expansion in the tournament's history.
- FIFA projects the event will generate between $40.9 and $80.1 billion in global economic activity, with an estimated US GDP boost of $17 billion to $17.2 billion and 185,000 jobs created.
- Major urban investments in sports infrastructure involved 16 host cities, anticipating over 6.5 million live attendees and up to 21.3 million hotel room nights.
- The tournament is seen as a catalyst for American consumerism, celebrity engagement, and urban economic revitalization across sectors like hospitality, retail, and aviation.
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🎩 Key stakeholders:- FIFA, Bank of America, and the World Trade Organization are primary institutional stakeholders, supplying both financial backing and impact analysis.
- Major U.S. cities such as New York, Los Angeles, Dallas, and Houston are key urban investment sites, with Dallas, Miami, and Houston among the biggest tourism hubs.
- Corporations including Morgan Stanley, Airbnb, and major beverage brands are leveraging advertising, sponsorship, and hospitality opportunities.
- Prominent figures and celebrities are expected to drive viewership and consumer engagement through digital platforms and public appearances.
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➡ Potential consequences:- Near-term effects include surges in local consumer spending, tourism, and digital engagement, particularly benefiting hospitality and entertainment industries.
- Medium-term consequences may involve sustained urban development, increased global visibility of host cities, and ongoing debates about the sustainability of economic gains.
- Advertising and sponsorship sectors are poised for robust growth, while shifts in travel and accommodation patterns could re-shape urban economies.
- Celebrity involvement and American consumer behavior could reinforce cultural trends and drive further investment in sports infrastructure and related industries.
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Science News
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Resource reductions and practical timelines for quantum computers breaking RSA-2048 encryption |
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🗺 Background:- RSA-2048 encryption is widely used in securing digital communications and relies on the difficulty of factoring large numbers.
- Quantum computers threaten RSA-2048 by potentially using Shor's algorithm to factor these keys much faster than classical computers.
- Recent research focuses on reducing quantum resource requirements, making practical attacks on RSA-2048 more feasible.
- Moving to post-quantum cryptography is an ongoing effort prompted by potential advances in quantum computing.
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🎩 Key stakeholders:- Key institutions involved are NIST (National Institute of Standards and Technology), IBM, and Google Quantum AI.
- Prominent figures include Peter Shor, whose algorithm is central to quantum attacks on RSA-2048, and Michele Mosca, a leader in quantum risk assessment.
- Cryptography companies such as CryptoQuant and PQShield have invested in quantum-safe technologies.
- Government cybersecurity agencies rely on RSA-2048 and monitor quantum advancements for national security threats.
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➡ Potential consequences:- Near-term consequences include accelerated migration by major tech firms to post-quantum cryptography standards.
- Medium-term risks involve possible exposure of sensitive government and financial data encrypted using RSA-2048 as quantum capabilities scale.
- Decentralized blockchain systems will need to adapt cryptographic protocols swiftly to avoid vulnerabilities.
- National security assessments and critical infrastructure protections will intensify as quantum timelines shrink.
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Commercial scaling challenges and breakthroughs in quantum computing hardware (20K qubit barrier and funding models) |
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🗺 Background:- Quantum computing hardware faces significant challenges in scaling to and beyond the 20,000 qubit threshold due to issues of coherence, error rates, and engineering complexity.
- Commercial viability depends on breakthroughs in materials, control systems, and integration with classical electronics.
- Funding models for quantum hardware rely heavily on venture capital, government grants, and strategic industry partnerships.
- Recent announcements signal increasing interest and urgency in moving from laboratory prototypes to market-ready quantum machines.
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🎩 Key stakeholders:- IBM and Google are leading the race for scaling quantum qubits, with both companies launching hardware platforms and publishing roadmaps.
- D-Wave Systems, Rigetti Computing, and IonQ have made headlines with their superconducting and ion trap architectures.
- Government agencies such as DARPA and the EU Quantum Flagship are primary funding providers for scaling efforts.
- Key individuals include John Preskill (Caltech), Michelle Simmons (UNSW), and Hartmut Neven (Google Quantum AI).
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➡ Potential consequences:- Achieving scalable quantum hardware will unlock new computational capabilities in cryptography, optimization, and materials science within 2-5 years.
- The surge in government and corporate funding may accelerate commercial competition but also lead to consolidation among startups.
- Medium-term impacts include potential shifts in cloud computing offerings and strategic alliances among technology giants.
- Near-term, success in reaching or surpassing the 20K qubit barrier will attract new investors and could influence STEM education priorities.
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Mathematicians' use of AI in formalising classic theorems: the case study of Fermat's Last Theorem |
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🗺 Background:- Fermat's Last Theorem was stated by Pierre de Fermat in 1637 and remained unsolved for over 350 years.
- Andrew Wiles proved Fermat's Last Theorem in 1994, marking a historic achievement in mathematics.
- Formalisation of such theorems seeks to translate mathematical proofs into logic understood by computers.
- AI tools are increasingly used by mathematicians to assist in formalising and verifying complex proofs.
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🎩 Key stakeholders:- Key figures include Andrew Wiles (theorem proof), Pierre de Fermat (original statement), and AI researchers like Yaroslav Shitov.
- Institutions involved include University of Cambridge, Princeton University, and DeepMind.
- Companies such as OpenAI and Google DeepMind are actively developing AI systems for mathematical discovery.
- Mathematical societies like the American Mathematical Society monitor AI's impact on professional standards.
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➡ Potential consequences:- Near-term: Accelerated proof verification may lead to quicker publication and validation of breakthroughs.
- Near-term: Increased trust in AI formalisation could shift academic standards in mathematics.
- Medium-term: AI tools might identify novel approaches to unresolved mathematical conjectures.
- Medium-term: Greater collaboration between mathematicians and computer scientists could transform methods in pure mathematics.
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Economic impacts of rising global temperatures: methodology behind the $20 billion crop loss estimate |
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🗺 Background:- A $20 billion crop loss estimate is based on models linking rising global temperatures to decreased agricultural yield, especially for wheat and corn.
- Recent IPCC analysis (2023) indicates that every degree Celsius of warming can reduce crop yields by up to 10%.
- Global food security is increasingly threatened as record-high temperatures are reported across key farming regions including India, China, and the United States.
- Economic losses are calculated using satellite data and agricultural productivity models, factoring in loss of export value.
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🎩 Key stakeholders:- Stakeholders include government agencies such as the USDA and national agricultural ministries in India and Brazil.
- Major agribusiness companies affected include Monsanto (now Bayer), Archer Daniels Midland, and Cargill.
- Academic institutions such as Stanford University and the International Food Policy Research Institute (IFPRI) have published foundational work on this topic.
- The World Bank and FAO (Food and Agriculture Organization) are actively monitoring and reporting global crop impacts.
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➡ Potential consequences:- Near-term consequences include increased food prices and supply shortages in affected regions, especially in developing economies.
- Medium-term risks involve global trade disruptions, heightened risk of famine in vulnerable populations, and pressure on political stability.
- Further losses may incentivize rapid investment in climate-resilient agriculture and new crop insurance schemes.
- Longer-term impacts could include migration of farming zones and reallocation of global agricultural capital.
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Impact of new mobile-satellite hybrid networks on internet coverage: Potential outcomes from SpaceX's acquisition of Dish's 5G infrastructure |
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🗺 Background:- In August 2026, SpaceX is positioned to acquire 24,000 Dish Wireless 5G cell towers covering 80% of the US population, building on previous spectrum acquisitions from Dish in 2025 for $17 billion.
- Dish Wireless invested billions to build a nationwide 5G network with more than 144,000 radios across high-density regions before auctioning infrastructure due to financial struggles.
- SpaceX purchased the valuable AWS-4 and H-block spectrum from Dish, enabling potential hybrid use of terrestrial and satellite 5G via Starlink’s Direct-to-Cell satellites.
- FCC regulation and bankruptcy auctions in mid-August 2026 are critical events determining the integration and deployment timeline for this hybrid network.
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🎩 Key stakeholders:- SpaceX, led by Elon Musk, owns the world’s largest Starlink satellite constellation and is seeking to acquire Dish’s terrestrial assets.
- Dish Wireless and its parent EchoStar, under CEO Hamid Akhavan, are selling network assets and spectrum amid bankruptcy to restructure operations.
- The Federal Communications Commission (FCC) is involved in approving spectrum usage and monitoring compliance with build-out requirements for 5G networks.
- AT&T, T-Mobile, AST Space Mobile, and Boost Mobile are industry competitors or partners affected by changes in national 5G and satellite coverage.
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➡ Potential consequences:- Near-term, SpaceX’s hybrid network could deliver seamless 5G coverage across urban, rural, and remote regions, using Dish towers for cities and Starlink DTC satellites for all other areas.
- FCC approval for hybrid use of spectrum may accelerate deployment, enabling one app, one bill, and high-speed data up to 200 Mbps+ nationwide within 12–18 months.
- Medium-term, the combination of terrestrial and satellite assets positions SpaceX as a disruptive competitor against AT&T, Verizon, and T-Mobile, reshaping US mobile and internet markets.
- Integration of Starlink as backhaul for Dish’s towers may enhance network resilience, especially in unserved areas where fiber connectivity is lacking.
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Culture
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Pablo Picasso "Every child is an artist..." Pablo Picasso was a Spanish painter and sculptor who spent much of his adult life in France and is renowned for co-founding the Cubist movement. His innovative artistic style revolutionized 20th-century art with masterpieces such as 'Les Demoiselles d'Avignon' and 'Guernica'.... | Virginia Woolf "Books are the mirrors of the soul..." Virginia Woolf was an English writer and modernist pioneer famous for her novels, essays, and contributions to the development of stream of consciousness as a narrative device. She was a central figure in the Bloomsbury Group and is celebrated for works such as 'Mrs Dalloway' and 'To the Lighthouse'... |
Marie Curie "Nothing in life is to be feared; it is only to be understood..." Marie Curie was a Polish-born physicist and chemist who conducted pioneering research on radioactivity, becoming the first woman to win a Nobel Prize and the only person to win Nobel Prizes in two different scientific fields. Her discoveries laid the groundwork for advances in nuclear physics and ca... | Winston Churchill "Success is not final, failure is not fatal: It is the courage to continue that counts..." Winston Churchill was a British politician, army officer, and writer who served as Prime Minister of the United Kingdom during World War II and again in the early 1950s. Renowned for his leadership during the war and his stirring speeches, Churchill played a crucial role in the Allied victory.... |
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NASA
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Galaxy NGC 474: Shells and Star Streams (2026-07-12) Credits: NASA / APOD |
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Github
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Trading tools |
Multi-Strategy-Quant-System 29 stars #140 This is a Python-based repository for a multi-strategy quant system. It provides a framework for implementing and testing various quantitative trading strategies on financial time ... | profit-naacl 28 stars #141 Code for PROFIT: Quantitative Day Trading From Natural Language Using Reinforcement Learning at NAACL 2021... |
awesome_investing 28 stars #142 A curated list of investing services and tools, financial data, quantitative research and algorithmic trading... | fingpt_trader 28 stars #143 A quant trading system platform based on FinGPT, demonstrating new applications of large pre-trained Language Models in quantitative finance.... |
Sea Vessels |
RefurbishedLogBoat 0 stars #140 Issue tracker, just it... | Boat-Tracker 0 stars #141 GPS tracker for sailing vessel Solveig... |
Mooredale-Boat-Damage-Tracker 0 stars #142 Project to track damage to boats... | boys-in-the-boat 0 stars #143 rowing distance tracker... |
Air Vessels |
Drishya-AI 2 stars #140 Cutting-Edge AI Embedded Computer Vision System for Real-Time UAV (RC Plane) Tracking, Autonomous Filming & UAV Surveillance... | finger-bomb 2 stars #141 Video game with goal to destroy enemy planes with your fingers using image recognition and color tracking from video stream... |
Optimization-MR-guided-Radiotherapy 2 stars #142 Code for bachelors thesis: Optimization of the Imaging Plane for Real-time Tumor Tracking in MR-guided Radiotherapy of Moving Targets... | Air-Traffic-Control-Spring-Boot-App 2 stars #143 A simplified Air Traffic Control (ATC) system that keeps track of inbound and outbound planes, and directs them to runways, taxiways, and gates. Made with Java Spring Boot 2.0, Pos... |
Imagery |
Demo_SSAL_SDP 18 stars #140 Demo for the proposed SSAL-SDP method, i.e., superpixel-based semisupervised active learning (SSAL) method with the density peak (DP) augmentation, for the hyperspectral image clas... | maskris 18 stars #141 Official PyTorch implementation of “MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation”... |
Multi-Spectral-Image-Synthesis-for-Crop-Weed-Segmentation-in-Precision-Farming 18 stars #142 In this work, we propose an alternative solution with respect to the common data augmentation techniques, applying it to the fundamental problem of crop/weed segmentation in preci... | fastaugment 18 stars #143 A handy data augmentation toolkit for image classification put in a single efficient TensorFlow/PyTorch op.... |
Video |
Human-Video-Generation 475 stars #140 Human Video Generation Paper List... | CVPR23_LFDM 471 stars #141 The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"... |
FlashVideo 461 stars #142 [AAAI-2026]FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation ... | ComfyUI-DeepFuze 460 stars #143 DeepFuze is a state-of-the-art deep learning tool that seamlessly integrates with ComfyUI to revolutionize facial transformations, lipsyncing, Face Swapping, Lipsync Translation, v... |