Xiang Fang's Projects
List of Computer Science courses with video lectures.
《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。
Unsupervised Domain Adaptation Papers and Code
General Assembly's Data Science course in Washington, DC
数据科学的笔记以及资料搜集
数据挖掘18大算法实现以及其他相关经典DM算法
A collection of public datasets for supervised machine learning research.
Keras implementation for Deep Embedding Clustering (DEC)
Methods and Implements of Deep Clustering
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
This repository contains implementations and illustrative code to accompany DeepMind publications
Rank Minimization for Snapshot Compressive Imaging (SCI)
:globe_with_meridians: Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
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。
Deep learning tutorials (2nd ed.)
A Chinese Translation of the Resources for Duke University STA 663 杜克大学计算机统计学(Python)全部内容的中文翻译
DyNet: The Dynamic Neural Network Toolkit
DEPRECATED! Java implementation of the Ethereum yellowpaper. For JSON-RPC and other client features check Ethereum Harmony
Computer vision feature extraction toolbox for image classification
美国大学备考资料 How to apply US colleges
GNN综述阅读报告
A package for computing Graph Kernels
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.