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Survival analysis built on top of scikit-learn
Improving XGBoost survival analysis with embeddings and debiased estimators
VS Code extension that beautifies SQL(HQL).
一个适用于思源笔记的 draw.io 挂件 | A draw.io widget for Siyuan Notes.
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
❗ uplift modeling in scikit-learn style in python 🐍
UpliftML: A Python Package for Scalable Uplift Modeling
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…
An index of algorithms for learning causality with data
A unified, comprehensive and efficient recommendation library
Implements the Causal Forest algorithm formulated in Athey and Wager (2018).
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
A collection of AWESOME things about domain adaptation
all kinds of text classification models and more with deep learning
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial…
公司名语料库。机构名语料库。公司简称,缩写,品牌词,企业名。可用于中文分词、机构名实体识别。
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
汉语自然语言处理视频教程-开源学习资料
Classic papers and resources on recommendation
Companion webpage to the book "Mathematics For Machine Learning"
Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。