Yixiong Chen's repositories
Benchmarking-Awesome-Diffusion-Models
The benchmark of SOTA text-to-image diffusion models with a new benchmarking strategy based on MiniGPT-4, namely X-IQE.
Convex-optimization
最优化方法、凸优化课程作业代码
Quality-Sentinel
This is the repository of Quality Sentinel, a label quality evaluation model for medical image segmentation.
Pytorch-Study
Pytorch网课记录
Data-structure
自己实现的一些算法与数据结构
NLP-course
自然语言处理课程作业以及代码
Coding4Interviews
Leetcode、剑指Offer——名企面试官精讲典型编程题
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
deeplearning-models
A collection of various deep learning architectures, models, and tips
Digital-image-processing
自己实现的一些数字图像处理算法
federated
A framework for implementing federated learning
FOTS
implement FOTS and apply it on real scenario.
FOTS.PyTorch
FOTS Pytorch Implementation
GBDT_Simple_Tutorial
python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision
Machine-learning
自己实现的一些经典机器学习算法
Machine-Learning-From-Scratch
常用机器学习的算法简洁实现
ML-Final
Final project of machine learning course
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
RRPN_pytorch
RRPN in pytorch 1.0 ----- Arbitrary-Oriented Scene Text Detection via Rotation Proposals
STUNet-BodyMap-Inference
Use fine-tuned STUNet to inference BodyMap CT samples and get the masks.
tensorflow2_tutorials_chinese
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
the-craft-of-selfteaching
One has no future if one couldn't teach themself.
USCL
This repository includes the constructed US-4 dataset and the code for USCL (PyTorch version).
X-questions-of-DS
X题掌握数据科学系列题目