congqi808's repositories
multi_task-learning
多任务学习MMOE和PLE
EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Fraud_Detection_with_Sequential_User_Behavior
Online-lending fraud detection with customers' sequential behavioral data (End-to-end ML and NLP project).
Anomaly-Detection
Unsupervised / Semisupervised Anomaly Detection
An-Attention-based-Spatiotemporal-LSTM-Network-for-Next-POI-Recommendation
A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
AlgorithmsByPython
算法/数据结构/Python/剑指offer/机器学习/leetcode
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
spark
Apache Spark
Python-100-Days
Python - 100天从新手到大师
RobustAutoencoder
A combination of Autoencoder and Robust PCA
awesome-algorithm
LeetCode, HackRank, 剑指offer, classic algorithm implementation
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
models
Models and examples built with TensorFlow
text_classification
all kinds of text classificaiton models and more with deep learning
Chinese-Annotator
Annotator for Chinese Text Corpus (UNDER DEVELOPMENT) 中文文本标注工具
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
ChatBotCourse
自己动手做聊天机器人教程
TensorFlow-Time-Series-Examples
Time Series Prediction with tf.contrib.timeseries
DeepQA
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
NRE
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
datamining
learn in datamining
traffic-prediction
Traffic Prediction using LSTM method.
tensorflow-lstm-regression
Sequence prediction using recurrent neural networks(LSTM) with TensorFlow
StockPredictionRNN
High Frequency Trading Price Prediction using LSTM Recursive Neural Networks
tushare
TuShare is a utility for crawling historical data of China stocks
agri_data_crawler
關心臺灣農產品批發價格
Analytics_Vidhya
Codes related to activities on AV including articles, hackathons and discussions.