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kaggle-avazu

2nd place solution for Avazu click-through rate prediction competition

kaggle_ncfm

Using Keras+TensorFlow to solve NCFM-Leadboard Top 5%

kashgari

Kashgari is a Production-ready NLP Transfer learning framework for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

kdd2019-meirec

KDD2019-Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation

learning-spark

Example code from Learning Spark book

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

line

LINE: Large-scale information network embedding

linucb

Contextual bandit algorithm called LinUCB / Linear Upper Confidence Bounds as proposed by Li, Langford and Schapire

literaturedl4graph

machine-learning-notebooks

Stanford Machine Learning course exercises implemented with scikit-learn

machinelearning

Basic Machine Learning and Deep Learning

machine_learning_code

机器学习与深度学习算法示例

ml2017

mlds2017

models

Models and examples built with TensorFlow

multidimensional-lstm-bitcoin-time-series

Using multidimensional LSTM neural networks to create a forecast for Bitcoin price

multirelational-poincare

Multi-relational Poincaré Graph Embeddings

nboost

NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)

netsmf

NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

nlp_xiaojiang

自然语言处理（nlp），闲聊机器人（chatbot），BERT句向量-相似度（Sentence Similarity），文本分类（Text classify）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

nmt-seq2seq

seq2seq model written in Pytorch

node2vec

oh-my-zsh

A delightful community-driven framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

paperread

pgl

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

poincare-embedding

Poincaré Embedding (unofficial)

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"