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alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

arctic-captions

autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

automated-feature-engineering

Automated feature engineering in Python with Featuretools

automl

AutoML

awesome-ai-infrastructures

Infrastructures™ for Machine Learning Training/Inference in Production.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.

baikaldb

BaikalDB, A Distributed HTAP Database.

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

brickhouse

Hive UDF's for the data warehouse

caffe

Caffe on both Linux and Windows

causalml

Uplift modeling and causal inference with machine learning algorithms

chatbot.catalog.customer-service

💊 智能客服、聊天机器人的应用算法

clstm

A small C++ implementation of LSTM networks, focused on OCR.

compare

compare embedding

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

deeplearning

深度学习相关的模型训练、评估和预测相关代码

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

dlib

A toolkit for making real world machine learning and data analysis applications in C++

facebook-hive-udfs

Facebook's Hive UDFs

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gobook

The Go Programming Language

guava

Google core libraries for Java

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

jieba

结巴中文分词

learning-nlp

nlp in action