Jesson Xu's repositories
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
linux-0.12
参考《Linux内核完全剖析》linux0.12源码及实验环境
1806
18.06 course at MIT
ComE
Learning Community Embedding with Community Detection and Node Embedding on Graphs
Learning-from-data
记录Learning from data一书中的习题解答
nlp-beginner
NLP上手教程
OperatingSystems.ThreeEasyPieces
Chinese edition of Operating Systems .Three Easy Pieces
Reco-papers
Classic papers and resources on recommendation
PRML
PRML algorithms implemented in Python
Multiverso
Parameter server framework for distributed machine learning
iterative-stratification
scikit-learn cross validators for iterative stratification of multilabel data
nsfw_data_scrapper
Collection of scripts to aggregate image data for the purposes of training a NSFW image classier
18.06-linalg-notes
MIT-18.06-线性代数-完整笔记
ps-lite
A lightweight parameter server interface
interview_python
关于Python的面试题
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
AI_Challenger_2018
AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/
pu_learning
Experiments in positive-unlabeled learning
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
notes-linear-algebra
线性代数笔记
the-elements-of-statistical-learning-notebooks
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
ann4s
Building Annoy Index on Apache Spark
Computational-Photography
This repo contains lecture notes and codes for Computational Photography course on Udacity.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
faiss
A library for efficient similarity search and clustering of dense vectors.