einzbernj Goto Github PK

500lines

500 Lines or Less

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

bert

TensorFlow code and pre-trained models for BERT

chinese-sentiment-analysis-with-doc2vec

using jieba and doc2vec to implement sentiment analysis for Chinese docs

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

deoldify

A Deep Learning based project for colorizing and restoring old images

dmr

Deep Match to Rank Model for Personalized Click-Through Rate Prediction

doc2vecdemo

This is a doc2vec Demo program, which mainly returns similar sentence vectors for the input sentence vector. If there are other requirements, you can modify it on this basis

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

graphembedding

Implementation and experiments of graph embedding algorithms.

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 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

hosts

:statue_of_liberty:最新可用的google hosts文件。镜像：

interview-code-practice-python

面试题

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

jieba

结巴中文分词

key-book

《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/

learngit

leedeeprl-notes

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

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。

numpy-ml

Machine learning, in numpy

paddlehub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

phoronix-test-suite

The Phoronix Test Suite open-source, cross-platform automated testing/benchmarking software.

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python

All Algorithms implemented in Python