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Work · alternatives · 2026

BA

24 alternatives to Built a 200k-edge market knowledge graph to filter false dip-buy signals

I’ve been experimenting with a graph-based approach to a classic trading problem: why most dip-buying strategies can’t tell the difference between a temporary overreaction and a genuine structural collapse. Most systems treat a −5% move the same regardless of context. My hypothesis was that where a company sits in the market’s structure matters more than the price move itself. The engineering idea I built a knowledge graph of the U.S. public markets with ~207k edges across ~21 relationship types, organized into four layers: Operational: supply-chain relationships (SUPPLIES_TO, PRODUCES)…

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    OP here: I created this visualization tool as the byproduct of a supply chain class I taught at Columbia. The pedagogical exercise grew into a full blown visualization and paper about global oil trade. The model: The mechanics are the same as the financial network Eisenberg-Noe: Instead of banks, every country consumes oil interconnected via bilateral trading. Shocks propagate throughout the network, depleting oil reserves when bottleneck nodes (such as the Strait of Hormuz) are blocked. Insights: The interesting part is the mechanics of how the crisis unfolds: for example, France receives 0…

    Jul 2026 · globaloilnetwork.staffinganalytics.io · its alternatives →

  2. 2
    Chatter▲283

    Discover which reddit investors make it big — and how often

    Nov 2025 · chatter-invest.com · its alternatives →

  3. 3IA

    Hey HN, I aggregated a bunch of GTM advice, including their rankings. Thought it could be useful for some founders here. Let me know if you have any feedback. Thanks!

    2025 · fellowry.com · its alternatives →

  4. 4

    Escaping randomness, and turning to data for an edge

    2016 · soundcloud.com · its alternatives →

  5. 5

    What can data tell us about how ideas flow through networks?

    2016 · amazon.com · its alternatives →

  6. 6

    Applied mathematics to understand networks and behavior

    2015 · amazon.com · its alternatives →

  7. 7TC

    Hello, I wanted to share with you all a interactive map of the economics and physics constraints of the AI buildout. It has macro drivers, industrial chokepoints, and where that shows up in markets. I've added 393 nodes and 562 edges to capture other supply / physics constraints as well. There's no sign up, and no pay wall, it's all free. Please let me know what you think!

    Jun 2026 · atomprophet.io · its alternatives →

  8. 8

    5/6 · The workflow of a professional quant trading firm.

    2016 · soundcloud.com · its alternatives →

  9. 9

    4/6 · The workflow of a professional quant trading firm.

    2016 · soundcloud.com · its alternatives →

  10. 10

    Share your LinkedIn. Receive a decision + reasoning in 24h.

    Dec 2025 · founder.rule30.vc · its alternatives →

  11. 11

    Your Personal Quant Analyst for Trading.

    Jan 2026 · marketcrunch.ai · its alternatives →

  12. 12

    The Data Hedge Funds Pay Millions For - Now Yours

    Jan 2026 · trendedgeai.com · its alternatives →

  13. 13IB

    I built a web page that aggregates data about data center buildup, sovereign fund investments into AI and bottlenecks. The objective is to predict AI race cooldown by looking at a potential decrease of activity involving these elements. The website looks at the quarterly forms from the 5 biggest hyperscalers and adds their CapEx into the mix, calculating a composite index in the end showing how likely it is for the AI race to slow down. Enjoy!

    Jul 2026 · laurentiugabriel.github.io · its alternatives →

  14. 14SA
  15. 15

    Stop journaling trades. Start building your edge.

    Jul 2026 · youredgeflow.com · its alternatives →

  16. 16HF

    Hey everyone, we’re an ex YC team building retail-intelligence.ai where we suggest 5 trades to you every 6 hours. Our product maps out a strategy with you into logic trees, transforming it into custom signals, live dashboards, and automated alerts. We’re excited to bring a new experience to retail markets and am keen to see what strategies you have! You can get your recommended trades here: https://www.retail-intelligence.ai/

    Jun 2026 · retail-intelligence.ai · its alternatives →

  17. 17SF

    When OpenAI released Learning Transferable Visual Models From Natural Language Supervision in 2021, it sparked a multimodal semantic search revolution. While the concept wasn’t new, the paper catalyzed a shift in the industry, inspiring a wave of semantic search tools. These advances delivered a leap forward in search quality compared to traditional lexical search, with adopters reporting significant improvements in conversion rates and revenue. But semantic search alone isn’t the endgame. Productionizing search remains a challenge, and hybrid search—combining keyword precision with semantic…

    2024 · play.shaped.ai · its alternatives →

  18. 18

    The next generation of investment research

    2020 · quiverquant.com · its alternatives →

  19. 19

    A stock backtesting engine written in Java. And a pairs trading (cointegration) strategy implementation using a bayesian kalman filter model - lukstei/trading-backtest

    2016 · github.com · its alternatives →

  20. 20AH

    This paper formally defines where current AGI hits a structural wall — not a technical one. It shows that no amount of scaling, reinforcement learning, or recursive optimization will break through three deep epistemological and formal constraints: 1. Semantic Closure — An AI system cannot generate outputs that require meaning beyond its internal frame. 2. Non-Computability of Frame Innovation — New cognitive structures cannot be computed from within an existing one. 3. Statistical Breakdown in Open Worlds — Probabilistic inference collapses in environments with heavy-tailed uncertainty.…

    2025 · its alternatives →

  21. 21

    Analyse Trading Charts With AI

    2025 · gptchart.ai · its alternatives →

  22. 22

    I kept losing track of all the random tools i use for investing research; from screeners to niche data sites. so i started collecting them in one place: findmymoat.com. it’s just a simple directory right now, but the idea is to make it easier to discover and compare tools (fundamental, quant, options, whatever). curious if others find this useful, and if you have favorite tools i should add.

    2025 · findmymoat.com · its alternatives →

  23. 23

    Algorithmic stock trading, zero commission costs.

    2015 · its alternatives →

  24. 24

    Strategy goals, statistical significance, market behavior.

    2017 · soundcloud.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →