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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

casrel-pytorch-reimplement

Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code is written in keras.

code-for-game

Code released for "Multi-Relation Extraction via A Global-Local Graph Convolutional Network"

copymtl

AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

crl

Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dependency-driven-relation-extraction-with-attentive-graph-convolutional-networks

first

first1

多推荐点简单的代码

gm_gen

Wanli Li and Tieyun Qian: Graph-based Model Generation for Few-Shot Relation Extraction, EMNLP 2022

jointer

Release for ECAI 2020 paper "Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy"

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。

naacl2022-rcl

nlp

兜哥出品 <一本开源的NLP入门书籍>

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlper-arsenal

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

pretrained-kb-embeddings-for-re

python

最良心的 Python 教程：

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rfbfn

sms

text-classification

新闻上的文本分类：机器学习大乱斗

unirel

released code for our EMNLP22 paper: UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction