Pinned Repositories
2018-CCF-BDCI-China-Unicom-Research-Institute-top2
2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名
2018-iFLYTEK-Marketing-Algorithms-Competition-Finals-Rank1
2018科大讯飞营销算法大赛（冠军方案）
Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
DoWhy-The-Causal-Story-Behind-Hotel-Booking-Cancellations
funNLP
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLP太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器
LSTM-ANN-Time-Series-Prediction
使用LSTM、ANN网络进行时间序列的多步预测。一般情况下机器学习算法在进行时间序列预测时采取一步预测的方法。该段代码将其拓展到多步预测的情形。主要改进在于数据的构建。LSTM and ANN are used to predict the time series. In general, machine learning algorithm takes one-step prediction method in time series prediction. This code extends it to the case of multi-step prediction. The main improvement lies in the construction of data.
NLP-Project
including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc
Papers_NLP
papers & code for papers
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
text_classification
all kinds of text classification models and more with deep learning
HAlicia's Repositories
HAlicia/LSTM-ANN-Time-Series-Prediction
使用LSTM、ANN网络进行时间序列的多步预测。一般情况下机器学习算法在进行时间序列预测时采取一步预测的方法。该段代码将其拓展到多步预测的情形。主要改进在于数据的构建。LSTM and ANN are used to predict the time series. In general, machine learning algorithm takes one-step prediction method in time series prediction. This code extends it to the case of multi-step prediction. The main improvement lies in the construction of data.
HAlicia/DoWhy-The-Causal-Story-Behind-Hotel-Booking-Cancellations
HAlicia/Anomaly-Detection
Unsupervised / Semisupervised Anomaly Detection
HAlicia/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
HAlicia/awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
HAlicia/CEVAE
Causal Effect Inference with Deep Latent-Variable Models
HAlicia/CLUE
中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
HAlicia/DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
HAlicia/DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
HAlicia/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.
HAlicia/DeepTimeSeriesModel
A paper list for Time series modelling, including prediciton and anomaly detection
HAlicia/demand_forecast
HAlicia/DILATE
Code for our NeurIPS 2019 paper "Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models"
HAlicia/dl-rerank
HAlicia/DSW
Code and Datasets for the paper "Estimating Individual Treatment Effects with Time-Varying Confounders", published on ICDM 2020.
HAlicia/DuReader
HAlicia/GraphEmbedding
Implementation and experiments of graph embedding algorithms.
HAlicia/keras_adversarial_training
Adversarial Training for NLP in Keras
HAlicia/MTBook
《机器翻译：统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods
HAlicia/MTGNN
HAlicia/Multi-label_text_classification
Baidu 95categories of multi-label test question classification
HAlicia/nlg-yongzhuo
中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）
HAlicia/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
HAlicia/pyod
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
HAlicia/Pytorch-Camp
HAlicia/qa_match
A simple effective ToolKit for short text matching
HAlicia/Reco-papers
Classic papers and resources on recommendation
HAlicia/sentiment_analysis_albert
sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification
HAlicia/Spark-
Spark学习笔记
HAlicia/TextMatch
基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）