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Starred repositories
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
This project is deprecated. Check my new project ChatHub:
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
EconML/CausalML KDD 2021 Tutorial
Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure
Rethinking Classification and Localization for Object Detection
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content…
An open source python library for automated feature engineering
A collection of modern/faster/saner alternatives to common unix commands.
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation
The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc
Deep Interest Network for Click-Through Rate Prediction / Deep Interest Evolution Network for Click-Through Rate Prediction
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
A Python implementation of LightFM, a hybrid recommendation algorithm.
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
RSTutorials: A Curated List of Must-read Papers on Recommender System.