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shield's Projects

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

awesome-ai-competitions icon awesome-ai-competitions

:octocat: AI圈-人工智能竞赛Top解决方案(Awesome Top Solution List of Excellent AI Competitions)

cv-benchmarks icon cv-benchmarks

CV-Benchmarks: Following the current benchmarks for the most common Computer Vision (CV) tasks.

graphembedding icon graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

information icon information

一些公用的代码，资料文件，公司项目

interpy-zh icon interpy-zh

📘《Python进阶》（Intermediate Python 中文版）

lihang icon lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

ml-nlp icon 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。

nlp-project icon nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

python icon python

All Algorithms implemented in Python

pytorch-pretrained-bert icon pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

reddit icon reddit

historical code from reddit.com

transformer icon transformer

A Transformer implementation in Keras' Imperative (Subclassing) API for TensorFlow.

tushare icon tushare

TuShare is a utility for crawling historical data of China stocks

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