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AI Explorer
AI Explorer
Apr 11, 2026 · Artificial Intelligence

How Kronos Redefines Quantitative Analysis with a Financial‑Market Language Model

Kronos, an open‑source large model trained on OHLCV data from over 45 exchanges, treats financial time‑series as a specialized language, using a custom tokenizer and a two‑stage Transformer to enable price prediction, market state detection, signal generation, and risk simulation, with easy Hugging Face integration and a live demo for BTC/USDT.

KronosTokenizerTransformer
0 likes · 6 min read
How Kronos Redefines Quantitative Analysis with a Financial‑Market Language Model
Geek Labs
Geek Labs
Apr 7, 2026 · Artificial Intelligence

10 AI Stock‑Trading Skills Perfectly Suited for Chinese Investors

Amid the AI boom in the stock market, many retail investors turn to AI tools, but most are paid plugins or designed for U.S. markets; this article curates ten AI‑driven skills that cover real‑time data, technical analysis, quantitative backtesting, monitoring, and risk alerts specifically for Chinese investors.

Chinese investorsaiquantitative analysis
0 likes · 11 min read
10 AI Stock‑Trading Skills Perfectly Suited for Chinese Investors
Model Perspective
Model Perspective
Nov 2, 2025 · Fundamentals

Why Mathematical Modeling Is the Ultimate Problem‑Solving Mindset

Mathematical modeling thinking, characterized by abstraction, systematization, quantification, and verifiability, complements intuition, experience, critical and systems thinking, offering a powerful, flexible approach to tackle complex problems across domains—from finance and engineering to policy and AI—while acknowledging its limits and the need for integrated mindsets.

critical thinkingmathematical modelingproblem solving
0 likes · 12 min read
Why Mathematical Modeling Is the Ultimate Problem‑Solving Mindset
Data Party THU
Data Party THU
Sep 6, 2025 · Big Data

From Data Chaos to Predictive Insight: My Solo Journey in the 2025 Big Data Competition

An individual participant recounts their journey in the 2025 China University Computer Competition Big Data Challenge, detailing data cleaning, feature engineering, model building on 300‑stock historical prices, and insights gained from solo competition experience, highlighting challenges, lessons, and future directions in financial AI.

Big Datacompetitiondata engineering
0 likes · 4 min read
From Data Chaos to Predictive Insight: My Solo Journey in the 2025 Big Data Competition
Model Perspective
Model Perspective
Nov 3, 2022 · Fundamentals

Why Build a Mathematical Model? Benefits, Limits, and When to Use It

Mathematical modeling transforms real‑world problems into clear, quantifiable forms, offering advantages like explicit assumptions and reusable solutions, yet it isn’t the sole problem‑solving method; this article explores why models are built, their benefits, when they’re appropriate, and why sometimes simpler approaches suffice.

modeling benefitsproblem solvingquantitative analysis
0 likes · 6 min read
Why Build a Mathematical Model? Benefits, Limits, and When to Use It
Model Perspective
Model Perspective
May 4, 2022 · Fundamentals

When and Why to Use Mathematical Modeling: Benefits, Limits, and Timing

This article examines the purpose of mathematical modeling, discusses whether problems can be solved without models, outlines the advantages of formalizing problems with clear variables and equations, and advises when adopting a modeling approach is most effective.

decision makingmathematical modelingmodeling benefits
0 likes · 6 min read
When and Why to Use Mathematical Modeling: Benefits, Limits, and Timing
DevOps
DevOps
Sep 30, 2020 · Fundamentals

Effective Software Quality Measurement: Goals, Methods, and Lifecycle Practices

This article explains how to define appropriate software quality measurement goals, choose quantitative or qualitative methods, apply periodic and lifecycle‑wide metrics, and use visual dashboards to turn measurement data into actionable improvements throughout the development process.

Continuous ImprovementMetricsmeasurement
0 likes · 10 min read
Effective Software Quality Measurement: Goals, Methods, and Lifecycle Practices