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CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

transformers

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

Language:PythonApache-2.0133646 1120 15944

advanced-java

😮 Core Interview Questions & Answers For Experienced Java(Backend) Developers | 互联网 Java 工程师进阶知识完全扫盲：涵盖高并发、分布式、高可用、微服务、海量数据处理等领域知识

Language:JavaCC-BY-SA-4.075887 2591 146

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

Language:Shell51302 378 239

CPlusPlusThings

C++那些事

Language:C++39183 551 221

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

Language:Jupyter NotebookMIT8125 213 71

text_classification

all kinds of text classification models and more with deep learning

Language:PythonMIT7854 299 124

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。

Language:PythonMIT5309 35 117

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Language:Jupyter NotebookMIT4355 82 109

NLPer-Interview

该仓库主要记录 NLP 算法工程师相关的面试题

2599 55 6

BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

Language:PythonMIT2073 13 105

LearningNote

C++和Linux学习笔记

Language:C++2042 15 5

Text_Classification

Text Classification Algorithms: A Survey

Language:PythonMIT1799 74 7

tf-lite-unity-sample

TensorFlow Lite Samples on Unity

Language:C#867 31 230

CasRel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

Language:PythonMIT763 16 83

text_classification

使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比

Language:Python493 8 12

text_gcn.pytorch

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."

Language:Python265 5 7

Interview-Notes

包含机器学习、深度学习、图像处理、c++等视觉算法岗面试必备基础知识

249 9 2

HATT-Proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

Language:PythonMIT186 8 19

Joint-Extraction-of-Entities-and-Relations-Based-on-a-Novel-Tagging-Scheme

Joint Extraction of Entities and Relations Based on cnn+rnn

Language:PythonMIT185 8 18

edge-oriented-graph

Source code for the EMNLP 2019 paper: "Connecting the Dots: Document-level Relation Extraction with Edge-oriented Graphs"

Language:PythonNOASSERTION145 8 40

melon_concepts

西瓜书概念整理

84 50

nlp_basic_model

some basic deep learning models/method for nlp, text classification.

Language:Python81 3 1

BioMedical-NLP-corpus

Biomedical NLP Corpus or Datasets.

59 10

GP-GNN

Code and dataset of ACL2019 Paper: Graph Neural Networks with Generated Parameters for Relation Extraction.

Language:Python55 6 2

IEDatasets

Information extraction dataset zoo.

43 20

BiLSTM-Attention_CN_Text_Clf_Pytorch

BiLSTM 加普通Attention中文文本多分类Pytorch实现

Language:Python32 2 2

refreader

The Referential Reader: A Recurrent Entity Network for Anaphora Resolution, published at ACL 2019

Language:PythonNOASSERTION19 4 1

minpt

Small yet (almost) complete modern pathtracer.

Language:C++MIT15 20

Docker_learning

学习如何使用Docker容器

6 10