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36

ad-papers

Papers on Computational Advertising

adanet

Fast and flexible AutoML with learning guarantees.

agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

algs4

Algorithms, 4th edition textbook code and libraries

allennlp

An open-source NLP research library, built on PyTorch.

anyq

FAQ-based Question Answering System

awesome-system-for-machine-learning

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

book-ml-sem

《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering

chinese_chatbot_corpus

中文公开聊天语料库

conversationalrobotdesign

对话机器人（聊天机器人）设计思考

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

eat_tensorflow2_in_30_days

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

ecosystem

Integration of TensorFlow with other open-source frameworks

euler

A distributed graph deep learning framework.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

faiss

A library for efficient similarity search and clustering of dense vectors.

featureclass

Feature engineering library that helps you keep track of feature dependencies, documentation and schema

hnsw

Header-only C++/python library for fast approximate nearest neighbors

interview-notebook

:books: 技术面试需要掌握的基础知识整理，欢迎编辑~

kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

knn4qa

k-nearest neighbor search for question answering (QA) and information retrieval (IR)

machine-learning-yearning

Translation of <Machine Learning Yearning> by Andrew NG

machine-learning-yearning-cn

CHINESE TRANSLATION OF MACHINE LEARNING YEARNING BY ANDREW NG

mall-learning

mall学习教程，架构、业务、技术要点全方位解析。mall项目（40k+star）是一套电商系统，使用现阶段主流技术实现。涵盖了SpringBoot 2.3.0、MyBatis 3.4.6、Elasticsearch 7.6.2、RabbitMQ 3.7.15、Redis 5.0、MongoDB 4.2.5、Mysql5.7等技术，采用Docker容器化部署。

matrix-calculus

Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导方法

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.