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100-days-of-ml-code

100-Days-Of-ML-Code中文版

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algorithmsbypython

算法/数据结构/Python/剑指offer/机器学习/leetcode

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

bert

TensorFlow code and pre-trained models for BERT

biclstm

Deep BiCLSTM for DDIE

come-on-offer

ddie

drug drug interaction extraction

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

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.

disentangled_graph_collaborative_filtering

Disentagnled Graph Collaborative Filtering, SIGIR2020

gpt-3

GPT-3: Language Models are Few-Shot Learners

graphembedding

Implementation and experiments of graph embedding algorithms.

graphneuralnetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

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.

hangzhou_house_knowledge

2017年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to everyone.

keras-attention-mechanism

Attention mechanism Implementation for Keras.

nlp

nlp

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

sparknlp

spark,NLP,新词发现,自然语言处理

sparrowrecsys

A Deep Learning Recommender System

structured-self-attentive-sentence-embedding

An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., 2017).

text_classification

all kinds of text classificaiton models and more with deep learning