Starred repositories
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）
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
pytorch open-source library for the paper "AdaTT Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations"
A curated list of causal reinforcement learning resources.
An Open-Source Collection of Flash Cards to Help You Preparing Your Algorithms & Data Structures and System Design Interviews 💯
🌟 Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）
CausalMatch is a Bytedance research project aimed at integrating cutting-edge machine learning and econometrics methods to bring about automation in decision-making process.
Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and multiple responses
Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"
Experiments codes for SIGKDD '23 paper "Explicit Feature Interaction-aware Uplift Network for Online Marketing"
[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
大模型算法岗面试题(含答案):常见问题和概念解析 "大模型面试题"、"算法岗面试"、"面试常见问题"、"大模型算法面试"、"大模型应用基础"
[ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effects
End to end, Offline, high speed, and privately self-host free version of Google Translate - 低占用速度快可私有部署的离线版 Google 翻译
Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
📝 python package to calculate readability statistics of a text object - paragraphs, sentences, articles.
Python wrapper for LanguageTool grammar checker
BLEURT is a metric for Natural Language Generation based on transfer learning.
[NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other models