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deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

deeprecsys

Deep RecSys

dien

dssm

DSSM and Multi-View DSSM

earth

fastbook

The fastai book, published as Jupyter Notebooks

featexp

Feature exploration for supervised learning

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

feature_engineering

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

go_learning

gru4rec

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.

gru4rec_tensorflow

TensorFlow implemenation of GRu4Rec model

hadoop.dll-and-winutils.exe-for-hadoop2.7.3-on-windows_x64

winutils and hadoop lib for spark on windows_X64

hgru4rec

Session based Recommendation, RecSys, TensorFlow

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese).

kni

lda2vec-tf

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcode_practice

leetcodebook

leetcode 1~400知识点&题型总结&leetcode对应题表

lightgcn

lihang-code

《统计学习方法》的代码实现

meipian_alg

mlflow

Open source platform for the machine learning lifecycle

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

natural-language-processing-with-tensorflow

Natural Language Processing with TensorFlow, published by Packt

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019