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Name: zhonghang LIU
Type: User
Company: 无
Bio: Ph.D. student in Singapore Management University(SMU); Algorithm intern in SmartMore, Shenzhen; Deep Learning intern in NLPR, CASIA.
Name: zhonghang LIU
Type: User
Company: 无
Bio: Ph.D. student in Singapore Management University(SMU); Algorithm intern in SmartMore, Shenzhen; Deep Learning intern in NLPR, CASIA.
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
anomaly detection with GAN
📝Awesome and classical image retrieval papers
Some experiments with CIFAR-10 dataset
:trophy: Code for 1st Place Soluition in both the Tiger Re-ID in the plain track and Tiger Re-ID in the wild track (CVWC) @ ICCV19 Workshop.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
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15个章节,近20万字。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
Deep learning-based outlier/anomaly detection
Implements (high-dimenstional) clustering algorithm described in https://arxiv.org/pdf/1804.02624.pdf
My Reading Lists of Deep Learning and Natural Language Processing
Repo for my graduate data science machine learning class at UCSD (UC San Diego). This course provides a broad introduction to the practical side of machine-learning and data analysis. The topics covered in this class include topics in supervised learning, such as k-nearest neighbor classifiers, decision trees, boosting and perceptrons, and topics in unsupervised learning, such as k-means, PCA and Gaussian mixture models.
(CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks
A Python package for geometric transformations of images for data augmentation in deep learning
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
A high performance implementation of HDBSCAN clustering.
For the CIFAR-10 dataset, extracting HOG features and using SVM classifier to classify them, at last, we get the accuracy.
K Means Clustering with Python
:wave: ML/DL学习笔记(基础+论文)
机器学习算法python实现
This is an official implement of our ECCV-24 paper: Rethinking Unsupervised Outlier Detection via Multiple Thresholding
Repository for the One class neural networks paper
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Code that'll help you kickstart a personal website that showcases your work as a software developer.
Python - 100天从新手到大师
《利用Python进行数据分析·第2版》
it contains all my python demo code accompanying my machine learning notes
This Repo includes code (written in python ) for Stanford dogs data set classification . I have used PyTorch library for this purpose.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.