springbarley

CTL

A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

structured_learning

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

AutoFIS

AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction

awesome-python-cn

Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等

bert

TensorFlow code and pre-trained models for BERT

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

Bert-for-WebQA

用BERT在百度WebQA中文问答数据集上做阅读问答

BERT-wwm

MacBERT pretraining implement

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

compare

compare embedding

CrossDQN

deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

dien

DUAL

Code for paper "Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning"

Event-KG-for-Ace2005-

使用ACE2005创建以事件和实体为节点的事件知识图谱，用于智能问答

JRNN

LSTM and GRU in JAVA

kaggle-avazu

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

Kaggle_CrowdFlower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

MRC_Competition_Dureader

机器阅读理解 冠军/亚军代码及中文预训练MRC模型

News-hotspot-mining

军事新闻热点挖掘

QANet

A Tensorflow implementation of QANet for machine reading comprehension

Replicating-DeepMind

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

SME

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

Transformer-based-pretrained-model-for-event-extraction

使用基于Transformer的预训练模型在ACE2005数据集上进行事件抽取任务

ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

Unbaised-LTR-in-Feeds-Recommendation-WSDM21

xml2rdf