xukeqin

CPlusPlusThings

C++那些事

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

coder2gwy

互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

MaaAssistantArknights

《明日方舟》小助手，全日常一键长草！| A one-click tool for the daily tasks of Arknights, supporting all clients.

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认可

awesome-causality-algorithms

An index of algorithms for learning causality with data

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

RecLearn

Recommender Learning with Tensorflow2.x

Algorithm-Practice-in-Industry

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）

tigramite

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

CausalDiscoveryToolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

DeepRec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

Awesome-RSPapers

Recommender System Papers

trustworthyAI

Trustworthy AI related projects

TextMatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）

text_matching

常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

notears

DAGs with NO TEARS: Continuous Optimization for Structure Learning

TCDF

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

DCRNN_PyTorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

RecDebiasing

This repository collects debiasing methods for recommendation

Top-conference-paper-list

A collection of classified and organized top conference paper list.

fancy-nlp

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

DAG-GNN

ccf_2020_qa_match

ccf 2020 qa match competition top1

AmortizedCausalDiscovery

Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data

GTS

Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.

tianchi_OGeek

在搜索业务下有一个场景叫实时搜索（Instance Search）,就是在用户不断输入过程中，实时返回查询结果。 此次赛题来自OPPO手机搜索排序优化的一个子场景，并做了相应的简化，意在解决query-title语义匹配的问题。简化后，本次题目内容主要为一个实时搜索场景下query-title的ctr预估问题。