"Algorithm Design" Course Material

A repository to introduce the algorithmic information theory. You could learn what is Kolmogorov complexity and why it is important here.

[ICML2023] InfoOT: Information Maximizing Optimal Transport

Site web of the Mathematical Tours

Code for Dynamic Pricing for Non-fungible Resources

A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning…

a collection of AWESOME things about Optimal Transport in Deep Learning

Efficient research work environment setup for computer science and general workflow for Deep Learning experiments

This is the code for the paper "A Scalable Neural Network for DSIC Affine Maximizer" in NeurIPS 2023.

Deep Declarative Networks

Anime Girls Holding Programming Books

Mastering Bitcoin 3rd Edition - Programming the Open Blockchain

My homework solutions for [MAS583] The Probabilistic Method @ KAIST, 2020 fall

Probability and Computing (Second Edition). Michael Mitzenmacher, Eli Upfal

Let your Claude able to think

PreferenceNet: Encoding Human Preferences in Auction Design With Deep Learning

Implementation of A Context-Integrated Transformer-Based Neural Network for Auction Design (ICML2022).

Optimal-er Auctions through Attention, NeurIPS 2022

The cross-platform open-source app built for handwriting

A minimal GPU design in Verilog to learn how GPUs work from the ground up

利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.

使用 iptables 防止端口扫描

Code accompanying the NeurIPS 2019 paper "GOT: An Optimal Transport framework for Graph comparison"

Code for Shapley values for explaining reinforcement learning. XRL feature-influence method.