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ai-system

System for AI Education Resource.

algo

数据结构和算法必知必会的50个代码实现

awesome-deep-learning-papers

The most cited deep learning papers

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-search

it's all about search and its awesomeness

bert

TensorFlow code and pre-trained models for BERT

bert_for_text_matching

A simplified fine tune and deploy code based on bert for text matching.

bert_tokenization_for_java

This is a java version of Chinese tokenization descried in BERT.

capsule_based_network

Tensorflow implementation for some capsule based neural networks.

comnnmodules

Commonly used neural network functions and modules (TensorFlow based)

cs224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

deepmatching

Classic deep neural network models for text matching, and implementation with tensorflow.

dialogbot

dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型实现，支持网络检索问答，领域知识问答，任务引导问答，闲聊问答，开箱即用。

esim

Tensorflow implementation of ESIM model described in paper Enhanced LSTM for Natural Language Inference

faiss

A library for efficient similarity search and clustering of dense vectors.

fancy-nlp

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

gaic_track3_pair_sim

全球人工智能技术创新大赛-赛道三-冠军方案

gbrank

generalized-pooling

Tensorflow implementation of the model presented in Enhancing Sentence Embedding with Generalized Pooling

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

keyword-bert

matchpapers

Worth-reading papers and related resources on matching task， applied to Text Matching, Information Retrieval (IR)，Question Answering, Natural Language Inference (NLI), Recommendation System and so on. 值得一读的匹配任务相关论文以及资源合集，应用于文本匹配、信息检索、自然语言推断和推荐系统等多种场景

mnist-fastapi-celery-triton

Simple example of FastAPI + Celery + Triton for benchmarking

nlp_corpus

本人项目进行中搜集的数据集，包含原始数据和经过处理后的数据，项目持续更新。

python-algorithm

老宋秋招刷题日记， 语言使用python

python-template

python project template for personal projects! 🙋‍♀️

ranking_papers

Papers on recommendation system / search ranking.

service-streamer

Boosting your Web Services of Deep Learning Applications.

tf_serving_for_text_matching

This is an example for using tensorflow serving apis to deploy a pre-trained tensorflow model.

txtai

AI-powered search engine