un's starred repositories
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.
awesome-mac
Now we have become very big, Different from the original idea. Collect premium software in various categories.
cs-video-courses
List of Computer Science courses with video lectures.
paper-reading
深度学习经典、新论文逐段精读
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
awesome-causality-algorithms
An index of algorithms for learning causality with data
EconML
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 goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
learn-nlp-with-transformers
we want to create a repo to illustrate usage of transformers in chinese
bert4torch
An elegent pytorch implement of transformers
Generalization-Causality
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
awesome-question-answering
Resources, datasets, papers on Question Answering
CausalInferenceIntro
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
pytorch-question-answering
Important paper implementations for Question Answering using PyTorch
Trans-Implementation
Implement of TransE, TransH, KG2E with pytorch
UnsupervisedDecomposition
PyTorch original implementation of "Unsupervised Question Decomposition for Question Answering"
PyG-OGB-Tricks
Bags of Tricks in OGB (node classification) with GCNs.