Alex Fang's repositories
Financial_Feature_Engineering_cross_sample
【Framework】Let the neural network 'freely' learn the relationship between different stocks. An intuitive example in quantitative finance, tensorflow 1.3.0.
XGboost_Index-Enhancement-Strategy
【Framework】A Multi Factor Strategy based on XGboost, its my homework project in Tsinghua, the Introduction to Quantitative Finance, 2019 Spring.
Captcha-Recognition-Digit-Number
【Framework】This is a captcha recognition algorithm tailored for 4 length digit recognition. Written in CNN, Tensorflow 1.3-1.7.
Neural-Finance
【State-of-the-Art】Some truely worked idea, about how to use aritificial intelligence in quantitative finance.
Quantitative-Investment-Slide-THU
【Slide】It's a pre-class document for <Introduction to Quantitative Finance, Tsinghua, Master Program Course> written by me (Alex Fang). It includes statistics, prob, programming (python), visualization tools, etc.
InterFusion
KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
linecutfeng.github.io
个人github博客 personal blog
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
BEPb
Config files for my GitHub profile.
binance-public-data
Details on how to get Binance public data
ColossalAI
Making big AI models cheaper, easier, and more scalable
cryptofeed
Cryptocurrency Exchange Websocket Data Feed Handler
full-blockchain-solidity-course-py
Ultimate Solidity, Blockchain, and Smart Contract - Beginner to Expert Full Course | Python Edition
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Neural-Finance.github.io
Personal Web Page
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
tabular-dl-pretrain-objectives
Revisiting Pretrarining Objectives for Tabular Deep Learning