Fuli Feng

Temporal_Relational_Stock_Ranking. Code for paper "Temporal Relational Ranking for Stock Prediction"

Causal_Reading_Group. We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

Adv-ALSTM. Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019

GraphAT. Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure

BUAANICEPROF. This repository aims to recommend nice supervisors in Beihang University via crowd-sourcing

Cross-GCN. Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions

Counterfactual_Reasoning_Model. The source code of "Empowering Language Understanding with Counterfactual Reasoning" (ACL'21)

CGI. Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method

Partial_Order_Hypergraph. Source code of partial-order hypergraph and baselines in our WWW 2018 paper, Learning on Partial-Order Hypergraphs

Financial_Event_Ranking. Python

FreqNet_. stock price prediction; financial text; time horizon

cur. Computational Social Indicators: A Case Study of Chinese University Ranking

FinancialDatasets. SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only

AdaptiveSFM. Adaptive State-Frequency Memory Recurrent Neural Network

Reinforcement-learning-for-portfolio-allocation. Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation

State-Frequency-Memory-stock-prediction. Python

BPR. Experiments codes for WWW 2018 Poster paper "An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data "

Reliability-Modeling-for-Stock-Comments. Reliability Modeling for Stock Comment

spearmint. Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

googlefinance-client-python. googlefinance.client is a python client library for google finance api.

vat_tf. Virtual adversarial training with Tensorflow

CausalInferenceChallenges. Jupyter Notebook

fulifeng.github.io. HTML