Amber819's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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free-programming-books-zh_CN

:books: 免费的计算机编程类中文书籍,欢迎投稿

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nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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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。

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ai-edu

AI education materials for Chinese students, teachers and IT professionals.

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Ai-Learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

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pycorrector

pycorrector is a toolkit for text error correction. 文本纠错,实现了Kenlm,T5,MacBERT,ChatGLM3,LLaMA等模型应用在纠错场景,开箱即用。

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Chinese-Text-Classification-Pytorch

中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。

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orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

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stopwords

中文常用停用词表(哈工大停用词表、百度停用词表等)

Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Agriculture_KnowledgeGraph

农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策

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AI-System

System for AI Education Resource.

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NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

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CrimeKgAssitant

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

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OpenCLaP

Open Chinese Language Pre-trained Model Zoo

flask-restful-example

flask后端开发接口示例,利用Flask开发后端API接口。包含基本的项目配置、统一响应、MySQL和Redis数据库操作、定时任务、图片生成、项目部署、用户权限认证、报表输出、无限层级生成目录树、阿里云手机验证码验证、微信授权、Celery、单元测试、Drone等模块。

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text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

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Text-Summarization-Papers

An Exhaustive Paper List for Text Summarization

Awesome-Law-NLP-Research-Work

Awesome Law NLP Research Work, Paper, Competition, Onlline System

EduKTM

The Model Zoo of Knowledge Tracing Models

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MOOCCubeX

A large-scale knowledge repository for adaptive learning, learning analytics, and knowledge discovery in MOOCs, hosted by THU KEG.

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EduData

Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education

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Instructional-Video-Summarization

Code for paper, "TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency" ECCV 2022

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Flask-Scaffold

便捷, 丰富的Flask脚手架,已配置好基本所需库, 适当的examples, 适合快速架构项目并开始开发!

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