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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.

hatlab_iot_wiki

海特实验室物联网安全知识库

hetero_scala

Community Detection in Heterogeneous Networks Based on Information Compression

img2ascii

interview_python

关于Python的面试题

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

kaggle-web-traffic

1st place solution

keras-gcn

Keras implementation of Graph Convolutional Networks

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

largevis

learning-from-data

记录Learning from data一书中的习题解答

leetcode_notes

leetcode solutions and notes by jessonxu

libevent-source-code-analysis

This project attends to analysis a famous library Libevent.

linux-0.12

参考《Linux内核完全剖析》linux0.12源码及实验环境

milvus

Milvus -- the world's fastest vector search engine.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-note

:orange_book:慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)

mtheme

A modern LaTeX Beamer theme

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

multiverso

Parameter server framework for distributed machine learning

networkx

Official NetworkX source code repository.

nlp-beginner

NLP上手教程

node2vec

notes-linear-algebra

线性代数笔记

nsfw_data_scrapper

Collection of scripts to aggregate image data for the purposes of training a NSFW image classier

ntu-hsuantienlin-machinelearning

operatingsystems.threeeasypieces

Chinese edition of Operating Systems .Three Easy Pieces

overlapping-community-detection

Implementation of "Overlapping Community Detection with Graph Neural Networks"

paracel

Distributed training framework with parameter server

prml

PRML algorithms implemented in Python