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ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algorithms

Practice in python

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-ner-pytorch

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

blogphoto

save blog photos

caffe

Caffe: a fast open framework for deep learning.

chinese_bert_ner

bert chinese name entity recognition

deepner

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

edit_distance

A simple implementation of the Wagner-Fischer algorithm in python for computing the minimum string edit-distance

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子，not only how，but also why. English version supported!

gpt_academic

为ChatGPT/GLM提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。

kaggle-crowdflower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

langueone

练习题︱基于今日头条开源数据的文本挖掘

learngit_andrew

Trying to familiar with GitHub

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！🚀

llm_frontend

machine-learning-study-path-march-2019

A complete ML study path, focused on TensorFlow and Scikit-Learn

medicalnamedentityrecognition

Medical Named Entity Recognition implement using bi-directional lstm and crf model with char embedding.CCKS2017中文电子病例命名实体识别项目,主要实现使用了基于字向量的四层双向LSTM与CRF模型的网络.该项目提供了原始训练数据样本(一般醒目,出院情况,病史情况,病史特点,诊疗经过)与转换版本,训练脚本,预训练模型,可用于序列标注研究.把玩和PK使用.

meta-learning-bert

Meta learning with BERT as a learner

models

Models built with TensorFlow

ner-chinese

Comparison of Chinese Named Entity Recognition Models between NeuroNER and BertNER

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

recommand

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

resume

简历

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.