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DiffQuant: Sharpe optimization in a differentiable simulator

https://sudonull.com/diffquant-sharpe-optimization-in-a-differentiable-simulator

Learn how DiffQuant optimizes Sharpe ratio directly through PyTorch graph taking costs into account. iTransformer, hybrid loss, mirror augmentation. Results on BTC: Sharpe +1.73 OOS. For ML engineers in trading.

Rungler Synthesizer on Game Boy in Assembler

https://sudonull.com/rungler-synthesizer-on-game-boy-in-assembler

Implementation of modular synthesis on Game Boy: LFSR, APU modulation, VBlank optimization. For middle/senior dev: asm Sharp SM83, real-time synthesis. Study the code and limitations.

Aberrations in optics for CV: analysis of defects

https://sudonull.com/aberrations-in-optics-for-cv-analysis-of-defects

Let's break down spherical aberration, coma, astigmatism and other effects in machine vision. How they affect sharpness and how to correct for computer vision tasks. For developers.

GZIP .NET Errors: Grounding and Power

https://sudonull.com/gzip-net-errors-grounding-and-power

Analysis of unstable InvalidDataException during gzip decompression in C# .NET. Causes in lack of grounding and voltage drops. Diagnostics and solution for middle/senior dev. Check sockets before code.

From other projects

SHARP Study: Personalized Therapy Against Aging

https://ymaho.com/sharp-study-personalized-therapy-against-aging

How the SHARP clinical study with 1500 participants attempts to prove that biological aging can be slowed. Learn who will benefit from the validation of epigenetic clocks.

Ceasefire News Triggers Sharp Drop in Global Oil Prices

https://ymaho.com/ceasefire-news-triggers-sharp-drop-in-global-oil-prices

A two-week U.S.-Iran ceasefire led to a rapid drop in oil prices by removing a 'risk premium.' Understand how this affects inflation and everyday costs.

ECB warned of risk of sharp correction in overheated markets

https://ymaho.com/ecb-warned-of-risk-of-sharp-correction-in-overheated-markets

ECB scares with collapse due to Iran, but the real reason is hidden emission and regulator's helplessness. Who will profit from the panic? Read the forecast for VSTOXX and euro.

Liverpool's FA Cup Exit: Salah & Van Dijk Under Fire

https://lrivo.com/liverpool-s-fa-cup-exit-salah-van-dijk-under-fire

Analysts sharply criticize Liverpool's performance and key players like Mohamed Salah and Virgil van Dijk after a 4-0 FA Cup defeat to Man City. Get the full breakdown.

UNCTAD 2026 Forecast: Trade and GDP Slowdown to 1.5-2.5%

https://ymaho.com/unctad-2026-forecast-trade-and-gdp-slowdown-to-1-5-2-5

UNCTAD forecasts a sharp slowdown in global trade to 1.5–2.5% in 2026. Analysis of risks, energy shock, and hidden threats to the economy. Read details.

Whale activity on Binance: BTC inflow growth and Bitcoin price drop

https://ymaho.com/whale-activity-on-binance-btc-inflow-growth-and-bitcoin-price-drop

Analysis of the sharp increase in BTC inflow from whales on Binance amid the Bitcoin price drop. Dual signal: fear of selling and hidden opportunities for investors. Read the details.

SEC Enforcement Drops: Warren vs Atkins Explained

https://ymaho.com/sec-enforcement-drops-warren-vs-atkins-explained

SEC cases fell sharply last year. Learn why enforcement slowed, what Senator Warren claims, and how lighter oversight affects everyday investors.

Meerdink Teams Up with Makaay for Oranje Return

https://lrivo.com/meerdink-teams-up-with-makaay-for-oranje-return

Mexx Meerdink enlists Roy Makaay to sharpen his finishing and push for a Dutch national team recall ahead of Euro qualifiers. Learn how this mentorship could change his career.

From the web

Jan 6, 2026 ·

https://blog.cmp.cpa/reduce-taxable-income-high-earners

Jan 6, 2026 · Learn 11 proven ways high - income earners can reduce taxable income in 2026 using retirement accounts, tax -efficient investing, and smart planning strategies.

Apr 11, 2025 ·

https://claimyr.com/government-services/irs/What-tax-shelters-can-high-earners-actually-use-besides-the-standard-options/2025-04-11

Apr 11, 2025 · I've already maxed out my 401k, set up 529 plans for my kids, and contribute the max to my HSA, but I keep hearing about " high earner tax shelters " from colleagues.

Aug 14, 2026 ·

https://milestonefinancialplanning.com/blog/10-tax-strategies-for-high-income-earners-to-reduce-taxable-income/

Aug 14, 2026 · Learn 10 effective tax planning strategies tailored for high - income earners to reduce taxable income and grow retirement savings.

Oct 1, 2026 ·

https://smartasset.com/taxes/tax-saving-strategies-for-high-income-earners

Oct 1, 2026 · High - income earners can be on the hook for a large tax obligation. Here are some strategies to help you avoid that tax bill.

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