alphabetakappa's repositories
Awesome-Image-Prior
新的图像复原方法总结
Crash-Course-Computer-Science-Chinese
:computer: 计算机速成课 | Crash Course 字幕组 (全40集 2018-5-1 精校完成)
Data-Structure
《数据结构》-严蔚敏.吴伟民-教材源码与习题解析
detex
Explaining object detectors
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Explainable-Models-with-Consistent-Interpretations
Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
Fastest_Image_Pattern_Matching
C++ implementation of a ScienceDirect paper "An accelerating cpu-based correlation-based image alignment for real-time automatic optical inspection"
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
LaTeX-files
LaTeX 模板合集
lihang-code
《统计学习方法》的代码实现
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！
ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
R2CNN-Plus-Plus_Tensorflow
This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.
SPM-Tracker
This is the implementation of CVPR'19 paper "SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking"
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
UCAS_Course_2020
**科学院大学2020届研一课程资料分享
ucas_courses
all courses' homework
USTC_SSE_AI
**科学技术大学软件学院人工智能课程