Progress Update: 1. The number of coins in the sample has increased from 27 to 61. 2. Label engineering is underway, using the weighted average return over the next 5 minutes as the label. 3. The loss function has been optimized by adding loss_ic to the existing loss_long +…
To train a deep learning model for cross-sectional ranking prediction using a 1-minute granularity virtual currency market dataset, where the labels are the next-minute returns, the design of the loss function is crucial due to the instability and high noise in the next-minute…
If a neural network is solely optimized to predict high-yield targets, the IC value on the evaluation set is approximately 0.06. If the neural network is simultaneously optimized to predict both high-yield and low-yield targets, the IC value on the evaluation set can reach 0.15…
Ever wondered what it takes to build a FULL quant hedge fund in Python? This guy just dropped a full masterclass on: Data Layer, Quant Research, Backtests, Automation Here's a quick 2-minute overview (and link below for the full 22-minute masterclass)
🧠 Google is buying Intersect for $4.75B in cash plus assumed debt to secure more electricity for Google’s fast growing AI data center buildout. Intersect mainly gives Google a way to build new clean power and storage right next to new AI data centers, so the power shows up on…
Sergey Brin, Google Co-Founder, explains how the real superpower of AI is volume, like reading the top thousand results deeply. A person can scan 10 links and take notes. An AI can open 1,000 sources, follow 200-300 side questions, and keep a clean memory of all of it. It can…
Introducing Gemini 3 ✨ It’s the best model in the world for multimodal understanding, and our most powerful agentic + vibe coding model yet. Gemini 3 can bring any idea to life, quickly grasping context and intent so you can get what you need with less prompting. Find Gemini…
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