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Econworm's Projects

100119-lending-club-loan-data icon 100119-lending-club-loan-data

Building a machine learning algorithm for the purpose of correctly identifying whether a person, given certain characteristics, has a high likelihood to default on a loan.

backtrader icon backtrader

Python Backtesting library for trading strategies

bert-gan icon bert-gan

Augmenting Imbalance Text Classification Using GANs

books icon books

:green_book:我的个人书籍学习和收藏

bt icon bt

bt - flexible backtesting for Python

causalinferenceintro icon causalinferenceintro

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python,适用于计量经济学、量化社会学、策略评估等领域。英文版原作者:Matheus Facure

finance_model icon finance_model

A financial model to compare ROI from Indexed Universal Life and 401k/Roth IRA

grid-trading icon grid-trading

Some naive low frequency stock market strategy back test algorithm including grid trading

jointbert icon jointbert

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

mesa icon mesa

Mesa is an agent-based modeling framework in Python

oos-eval icon oos-eval

Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)

piml-toolbox icon piml-toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development and model validation

pyesg icon pyesg

Economic scenario generator for python: simulate stocks, interest rates, and other stochastic processes.

pysabr icon pysabr

SABR model Python implementation

python-causality-handbook icon python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

redfin icon redfin

A Python wrapper around redfin's unofficial API.

textoir icon textoir

TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)

textoir-demo icon textoir-demo

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition (ACL 2021)

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

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