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🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

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）

主要展示Datawhale的组队学习计划。

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

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

Interview = 简历指南 + LeetCode + Kaggle

Classic papers and resources on recommendation

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

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.

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

Papers on Computational Advertising

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

A Code-First Introduction to NLP course

500+ spark short code examples in jupyter notebook!

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

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.

Java 面试必会 直通BAT

【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。

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。

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

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

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。

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

Gathers machine learning and Tensorflow deep learning models for NLP problems

Learn regex the easy way

Datasets, SOTA results of every fields of Chinese NLP

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 Logi…