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머신러닝 · GitHub

모델 학습, 평가, 추론 프레임워크를 찾고 커뮤니티의 관심도를 비교하세요.

유용한 GitHub 프로젝트

6,872 프로젝트
661스타
video_features preview

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.

PRML

vagmcs

45스타

PRML notes, proofs and algorithms implemented in Python

머신러닝Jupyter NotebookGPL-3.0GitHub

synthcity

vanderschaarlab

696스타
synthcity preview

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

  • :key: Easy to extend pluginable architecture.
  • :cyclone: Several evaluation metrics for correctness and privacy.
머신러닝PythonApache-2.0GitHub
51스타

统一的 YOLOv8 视觉部署流水线。将模型训练、ONNX 导出与 RKNN 量化转换整合入单一代码库。支持 Win/WSL 跨平台一键部署,并提供专业的数据集管理与去重工具,轻松适配 RK3588/RK3568 等硬件

머신러닝PythonApache-2.0GitHub

Kinetic.jl

vavrines

150스타
Kinetic.jl preview

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

VedAstro

VedAstro

678스타
VedAstro preview

A non-profit, open source project to make Vedic Astrology easily available to all.

34스타

Real-time fraud detection engine for M-Pesa mobile money — Kafka/Flink streaming, ML-based risk scoring, and explainable multi-signal checks (velocity, SIM swap correlation, mule networks) feeding an interaction-aware decision engine, with a full production pipeline from ingestion through dbt analytics.

647스타

In this repository, I have developed the entire server-side principal architecture for real-time stock market prediction with Machine Learning. I have used Tensorflow.js for constructing ml model architecture, and Kafka for real-time data streaming and pipelining.

mlimpl

vincen-github

642스타

This repository collects some codes that encapsulates commonly used algorithms in the field of machine learning. Most of them are based on Numpy, Pandas or Torch. You can deepen your understanding to related model and algorithm or revise it to get the customized code belongs yourself by referring to this repository.

SocialGuard-RL

vincenzo-afk

38스타

Reproducible OpenEnv-compatible reinforcement-learning environments for social-media integrity moderation.

  • Reinforcement-learning environment - Gymnasium-compatible SocialGuardEnv - env/env.py
  • HTTP serving - FastAPI application with OpenEnv-style endpoints - server/app.py

VisionX

vincenzo-afk

34스타

AI-powered real-time object detection, tracking, and video intelligence platform using YOLO and computer vision.

  • Multi-Object Tracking (MOT): Maintains consistent object IDs across frames even under occlusion.
  • Zone & Line Counting: Configurable spatial triggers for traffic monitoring and retail analytics.