适用于高性能系统的多进程解压缩软件(A multiprocess decompression software for high-performance system)

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• Updated Nov 19, 2023
• Python

😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.

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• Updated Nov 8, 2026
• Jupyter Notebook

[RLC2025] - Official repository of "SPEQ: Offline Stabilization Phases for Efficient Q-Learning in High Update-To-Data Reinforcement Learning"

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• Updated Jul 16, 2025
• Python

High-Efficiency AI Governance & Sustainable Computational Optimization Framework

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• Updated Oct 22, 2026
• Python

▶ Advanced computer science problem sets from Harvard's CS50X, utilizing C, Python, and SQL to explore algorithmic fundamentals and web development.

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• Updated Jun 24, 2026
• C

Pattern-aware optimization framework achieving 93.8% complexity reduction in LLM generation with <1% overhead

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• Updated Mar 10, 2026
• Python

▶ Full-stack web development projects for Harvard's CS50W, utilizing Django, JavaScript, SQL, and CSS to architect scalable and interactive web applications.

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• Updated Jun 24, 2026
• HTML

▶ Comprehensive data structures and algorithms roadmap in Java, providing optimal architectural implementations for arrays, linked lists, queues, trees, and graphs.

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• Updated Jun 24, 2026
• Java

Boost Python's performance using Cython – a bridge between Python's simplicity and C's efficiency. Explore and learn how Cython accelerates code execution.

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• Updated Oct 26, 2026
• Python

《拓扑生成范式：算力革命与黑箱破解》针对现有AI拟合路线算力爆炸、黑箱不可解释、沙箱越狱问题，提出低维骨架+表层填充的范式迁移，可大幅降低算力，实现生成过程可追溯可控。Topology‑Generating Paradigm: skeleton‑fill two‑layer forward‑generation framework. Solve AI black‑box, jailbreak and computing‑power explosion problems. Reduce computational cost by orders of magnitude, interpretable & traceable generation.

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• Updated Aug 31, 2026

Reduced Order Modeling of Transient Thermal Systems via Lumped Parameter Linear Superposition method

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• Updated Jul 22, 2026
• Jupyter Notebook

Measure the time for large-scale operations and contribute to the exploration of computational efficiency.

python computer-simulation large-scale computational-efficiency

• Updated Nov 28, 2023
• Python

Open-source Python toolkit for evaluating tabular ML models across data efficiency, predictive performance, calibration, and computational cost.

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• Updated Nov 10, 2026
• Python

▶ Scalable e-commerce backend architecture built with TypeScript, Node.js, and SQL, featuring secure JWT user authentication and RESTful order management APIs.

algorithms data-structures problem-solving computational-efficiency

• Updated Jun 24, 2026
• TypeScript

A production-ready website for a GenAI and Generalized Probabilistic Models (GPM) startup, showcasing next-generation AI architecture, computational efficiency, and scalable intelligence through an interactive, modern web experience.

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• Updated Nov 11, 2026
• JavaScript

Frictionless Computing

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• Updated Dec 28, 2025

Real-time onboard computer vision for autonomous Parrot Bebop flight using Paparazzi UAS, obstacle avoidance, and CNN gate detection.

computer-vision robotics cnn obstacle-avoidance parrot-bebop paparazzi computational-efficiency micro-air-vehicle

• Updated Nov 10, 2026
• C

Исследование производительности операций с данными и статистический анализ товаров бисера. Сравнение медленных и оптимизированных методов обработки данных, проверка статистических гипотез и выявление закономерностей.

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• Updated Nov 12, 2025
• Python

Hierarchy-Exploiting Ensembles for Improved Multi-Class Classification

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• Updated Nov 24, 2025
• Python

▶ Comparative benchmarking repository of fundamental sorting algorithms including Bubble, Selection, Quick, and Merge Sort in both Java and Python.

algorithms data-structures problem-solving computational-efficiency

• Updated Jun 24, 2026
• Java