Chengyu Huang's repositories
Fund_Textmining
This repo contains code examples and tutorials for mining IMF documents.
ABM_MacroEconomy
Evaluate Monetary and Fiscal policies in AMB
Financial_Contagion_Network
"Financial Contagion in a Multi-layer Network", IMF Working paper
Chatbot_seq2seq
It is a hred sequence 2 sequence chart bot model
HuggingFace_Demos
A collection of NLP tasks using HuggingFace
Remote_Sensing
code snips and tutorials for remote sensing
textmining
text mining notes
ai-economist
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
Algorithmic_Trading
Experiments on algorithmic trading
BERT_applications_pytorch
some nlp applications using pre-trained bert
Dash_Search_Tool
Tool for general keywords matching on dash
Deploy_Model_API
Examples of how to deploy model and set up api on server
Explainable_ML
Tutorials on ML post explain-ability analysis
GPT3_Demos
some demos of gpt3
Graph_Nerual_Networks
All materials for GNN
IMF_VE_News
code repository for process news data for Vulnerability exercise
LLM_Training_and_Inference
LLM training and inference examples
neo4j_applications
tutorials and other applications of neo4j
Patent_Database
Scripts to process raw data from patent offices from US and EU
Plotly-Dashboards-with-Dash
This is the repo for the Udemy Course Python Dashboards with Plotly's Dash
python_machine_learning
machine learning in python
Reinforcement_Learning
all materials on reinforcement_Learning
Sentiment_Transformer
use transformer for sentiment analysis
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
Twitter_API_PY
examples of using Twitter API