Zizheng Yang's repositories
Collection-Obsidian-Templates-Snippets
This is a document collecting or different `Obsidian` snippets, how to write, how to use and how to expand
DrawingProofs
Using {https://github.com/jgraph/drawio-desktop} to draw flowcharts about math proofs
Phase_transition
This work expands the application of Gibb's canonical ensemble to ecological modeling. Previously, the ensemble was used to model species competing for resources in an environment with a fixed carrying capacity. Now, we extend the model to also cover the population growth before the carrying capacity is reached, by assuming the existence of an imaginary species, and observe a phase transition to the previously studied resource-limited situation. Standard quantities from statistical mechanics are reinterpreted in our biological context. For example, energies become growth rates, temperature becomes time, and the continuous thermodynamic potential gives a normalized logarithmic total population count before the phase transition, and a mortality count afterwards. In addition, when a phase space interpretation is given to the quasilinearization used for a classical solution of the differential equations governing the resource-limited situation, it is possible to extend the interpretation regularly to the period of unconstrained growth that precedes the phase transition.
zizhengyang.github.io
https://zizhengyang.github.io/
AbstractAlgebraLectureNote
2021 spring abstract algebra lecture note, contains introduction to group theory, ring theory, field theory, Galois theory
alignment-handbook
Robust recipes to align language models with human and AI preferences
ComfyUI
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
Fantasy-Map-Generator
Web application generating interactive and highly customizable maps
hexo-theme-keep
:rainbow: A simple and elegant theme for Hexo. It makes you more focused on writing.
hexo-theme-matery
A beautiful hexo blog theme with material design and responsive design.一个基于材料设计和响应式设计而成的全面、美观的Hexo主题。国内访问：http://blinkfox.com
markdown-include
:page_with_curl: Include markdown files into other markdown files with C style syntax
MyHardWareStudyPath
希望在今后学习一些硬件和嵌入式开发相关的知识，打算慢慢整理一个文档和大家分享一下
nnanim
This library is designed to generate visualizations of neural networks by analyzing PyTorch code. Unlike conventional methods, our approach eliminates the need for large parameter files (pth) or specific input formats. With minimal AI knowledge, users can leverage this tool to create visualizations that aid in understanding complex networks.
PrismNet
Predicting dynamic cellular protein-RNA interactions using deep learning and in vivo RNA structure
qft
Lecture notes transcribed from course (Youtube videos) given by by Dr. Tobias Osborne.
quartz
🌱 host your own second brain and digital garden for free
RLHF-Reward-Modeling
A recipe to train reward models for RLHF.
SVG-World-Map
🗺 A JavaScript library to easily integrate one or more SVG world maps with all nations (countries) and second-level political subdivisions (countries, provinces, states).
the-gan-zoo
A list of all named GANs!
trader
交易模块