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2018-ijcai-top3

This 2018 IJCAI alimama Top3 Code

2018-tencent-ad-competition-baseline

2018腾讯广告算法大赛baseline 线上0.73

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

bleu

Calculate the Bleu Score for Machine Translated Text.

cppprimer

:books: C++ Primer 5 exercise answers.

datacastle-solution

1st Place Solution for DataCastle-CashBus Competition

decomposable_attention

Tensorflow implemenetation of Decomposable Attention Model (A Decomposable Attention Model for Natural Language Inference, 2016).

deep-nlp

Tensorflow Tutorial files and Implementations of various Deep NLP and CV Models.

deep_q

Deep reinforcement learning with TensorFlow

fold

Deep learning with dynamic computation graphs in TensorFlow

go_mod_test

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参单模型857个特征

ijcai18_tianchi_rank29

irandomforest

Simple code for implementing binary classification of random forest algorithm by Java.

kaggle_quora_benchmark

key-value-memory-networks

The implementation of key value memory networks in tensorflow

lectures

Oxford Deep NLP 2017 course

lightrnn-nips2016-tensorflow_code

The tensorflow implementation of NIPS2016 paper "LightRNN: Memory and Computation-Efficient Recurrent Neural Networks" (https://arxiv.org/abs/1610.09893)

matchlstm

implementation match mLstm in TensorFlow 1.0

memn2n

End-To-End Memory Network using Tensorflow

memn2n-tensorflow

"End-To-End Memory Networks" in Tensorflow

movielens_recommend

A simple recommend system for MovieLens.

pointer-network-tensorflow

TensorFlow implementation of "Pointer Networks"

ptb_rnn

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quora_qp

Quora question-pair

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

scikit-learn

scikit-learn: machine learning in Python

sentence2vec

Sentence2vec as described in A SIMPLE BUT TOUGH TO BEAT BASELINE FOR SENTENCE EMBEDDINGS by Sanjeev Arora, Yingyu Liang, Tengyu Ma

tensorflow

Computation using data flow graphs for scalable machine learning