JoeZhang-0x000's starred repositories
PointMamba
PointMamba: A Simple State Space Model for Point Cloud Analysis
AlphaZeroSimple
The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with
transformer
Transformer: PyTorch Implementation of "Attention Is All You Need"
Transolver
About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366
paper-reading
深度学习经典、新论文逐段精读
neuraloperator
Learning in infinite dimension with neural operators.
gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
loss-landscape
Code for visualizing the loss landscape of neural nets
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
L_inf-PINN
[NeurIPS 2022] Minimizing L_inf Physics-Informed Loss for PINN with adversarial training
Physics-Informed-Neural-Networks
Investigating PINNs
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
generative-physics-informed-pde
Generative model employing semi-supervised learning and physical constraints for learning a PDE surrogate.
sklearn-doc-zh
:book: [译] scikit-learn（sklearn） 中文文档
Machine-learning-learning-notes
周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！
Coursera-Machine-Learning-Stanford
Machine learning-Stanford University
datasciencecoursera
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
copilot-docs
Documentation for GitHub Copilot
Nonlinear_function_fitting
最小二乘法—多项式拟合非线性函数
numba_celltree
Celltree data structure for searching for points, lines, boxes, and cells (convex polygons) in a two dimensional unstructured mesh.