Jun Xiao's starred repositories
DoGaussian
The official implementation of the NeurIPS 2024 paper: DoGaussian: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
Awesome-Optimal-Transport-in-Deep-Learning
a collection of AWESOME things about Optimal Transport in Deep Learning
LeetCode-Py
⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。
EliteQuant
A list of online resources for quantitative modeling, trading, portfolio management
AI-for-Trading
📈This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com
PyPOTS
A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Awesome-of-Time-Series-Prediction
A curated list of time series prediction resources.
Stock_Analysis_For_Quant
Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau
Time-Series-Works-Conferences
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
Awesome-time-series
A comprehensive survey on the time series domains
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
pytorch-forecasting
Time series forecasting with PyTorch
leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
kkndme_tianya
天涯 kkndme 神贴聊房价
imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
BayesianLearning
Bayesian Machine Learning
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
PolyU_beamer_theme
An Unofficial Beamer Theme For PolyU and COMP