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)

• 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.

• Updated Aug 30, 2025
• Jupyter Notebook

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

• Updated Aug 19, 2025
• Python

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

• Updated Jul 16, 2025
• Python

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

• Updated Nov 28, 2023
• Python

A responsive intent recognition framework with recursive optimization that achieves high accuracy with minimal computational resources through mathematical optimization.

• Updated May 12, 2025
• TeX

エビデンスに基づくモデル選択:線形モデルが勾配ブースティング決定木を上回る状況とその理由

• Updated Aug 23, 2025
• Python

Switchable Contact Model (SCM) modification of LIGGGHTS-PFM code to represent complex porous boundaries and improved primitive geometry functions for fix wall/gran function. SCM enables the representation of repetitive porous structures without the use of meshing owing to the new primitive wall definitions ycylinder/plane_cinite_porous.

• Updated Jun 11, 2024
• C++

Machine Learning Research to Advance Simulation Science

• Updated Jul 23, 2022
• JavaScript

A novel Transformer with Adaptive Computation and Quantized Attention.

• Updated Aug 6, 2025
• Python

🎵 A Python-based content recommendation system utilizing ML algorithms and matrix factorization techniques to analyze 600k-song dataset. Combines SVD, NMF, Factorization Machines, and Direct Similarity for personalized music suggestions. Handles cold start, optimizes with weighted similarity, and includes tools for visualization & evaluation.

• Updated May 10, 2025
• Jupyter Notebook