NoobPythoner

personal_learning

人工智能相关（机器学习、深度学习）

fucking-algorithm

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

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

JavaGuide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

Pragmatic-Scala

Pragmatic Scala 中文版——《Scala实用指南》代码清单（包含 SBT 版本（切到sbt分支））

spark_tutorial

500+ spark short code examples in jupyter notebook!

Ad-papers

Papers on Computational Advertising

Algorithm-Practice-in-Industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

ChineseNLP

Datasets, SOTA results of every fields of Chinese NLP

Co-Action-Network

Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction

course-nlp

A Code-First Introduction to NLP course

CTRmodel

CTR prediction model based on spark(LR, GBDT, DNN)

Deep-Learning-with-TensorFlow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

eat_tensorflow2_in_30_days

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

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

Interview-1

Interview = 简历指南 + LeetCode + Kaggle

Java-Interview

Java 面试必会 直通BAT

learn-regex

Learn regex the easy way

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。

ml-python

nlp-in-practice

NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

Reco-papers

Classic papers and resources on recommendation

regular-investing-in-box

定投改变命运 —— 让时间陪你慢慢变富

spark

Apache Spark - A unified analytics engine for large-scale data processing

team-learning

主要展示Datawhale的组队学习计划。

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course