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magnetstone's Projects

mindchat icon mindchat

🐋MindChat(漫谈)——心理大模型:漫谈人生路, 笑对风霜途

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

mlcompetitionhub icon mlcompetitionhub

机器学习竞赛信息聚合(Machine learning competition information aggregation)

mlflow icon mlflow

Open source platform for the machine learning lifecycle

models icon models

Pre-trained and Reproduced Deep Learning Models (『飞桨』官方模型库,包含多种学术前沿和工业场景验证有效的领先模型)

monitoror icon monitoror

Unified monitoring wallboard — Light, ergonomic and reliable monitoring for anything.

mx-rcnn icon mx-rcnn

Parallel Faster R-CNN implementation with MXNet.

nacos icon nacos

an easy-to-use dynamic service discovery, configuration and service management platform for building cloud native applications.

networkx icon networkx

Official NetworkX source code repository.

nlp-interview-notes icon nlp-interview-notes

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料,该资料目前包含 自然语言处理各领域的 面试题积累。

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_from_zero_to_one icon nlp_from_zero_to_one

主要是实现nlp常用网络以及结果比较,各模型的优劣势,如:FastText,TextCNN,TextRNN,TextRCNN,BiLSTM,Seq2seq,BERT,Transformer,ELMo以及Attention机制等等。

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

objdet icon objdet

实现常用的one-stage和two-stage目标检测网络

ocr_repo icon ocr_repo

文本检测、文本识别(cnn+ctc、crnn+ctc)

openface icon openface

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

open_nsfw_android icon open_nsfw_android

🔥🔥🔥色情图片离线识别(离线鉴黄),基于TensorFlow实现。识别只需200ms,可断网测试,成功率99%,调用只要一行代码,从雅虎的开源项目open_nsfw移植,tflite(6M)为训练好的模型(已量化),该模型文件可用于iOS、java、C++等平台,Python使用生成的tfLite文件检测图片的速度远远快于实用原模型

paddlenlp icon paddlenlp

👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.

papers icon papers

算法相关的各种论文和slides

parl icon parl

A high-performance distributed training framework for Reinforcement Learning

pelee icon pelee

Pelee: A Real-Time Object Detection System on Mobile Devices

person_search_demo icon person_search_demo

利用YOLOv3结合行人重识别模型,实现行人的检测识别,查找特定行人

photon-ml icon photon-ml

A scalable machine learning library on Apache Spark

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