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adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

armagarch

ARMA-GARCH

bert-japanese

BERT models for Japanese text.

best-websites-a-programmer-should-visit

:link: Some useful websites for programmers.

clustering-based-on-corporate-governance-

crosssection

Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"

django-transformer

Django negative / positive classification application using transformer (using chABSA-dataset)

fin_text_analysis_ml

Train the financial words with BERT or Transformer

fingpt

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

ginza

A Japanese NLP Library using spaCy as framework based on Universal Dependencies

hpc_lecture

hpc_lecture_2021

kaggle_g-research-crypto-forecasting

LGB_Crypto Forecasting

lda2vec-tensorflow

Tensorflow 1.5 implementation of Chris Moody's Lda2vec, adapted from @meereeum

learn_backtrader

BackTrader中文教程笔记（by：量化投资与机器学习），系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等，彻底掌握量化神器的使用方法。章节：介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……（持续更新中）

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

py4at

Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.

python3-

reference from HIROYUKI MORIYA

realtime-newsapi

Financial News Aggregator - Real Time & Query API for Financial News

signate-fundamentals-challange-1st-place

the first place solution of JPX fundamentals analysis challenge

spacy_tutorial

spaCy tutorial in English and Japanese. spacy-transformers, BERT, GiNZA.

stock_market_sentiment_analysis

股市情感分析

stockpriceprediction

Stock Price Prediction using Machine Learning Techniques

time-series-analysis-in-python

I perform time series analysis of data from scratch. I also implement The Autoregressive (AR) Model, The Moving Average (MA) Model, The Autoregressive Moving Average (ARMA) Model, The Autoregressive Integrated Moving Average (ARIMA) Model, The ARCH Model, The GARCH model, Auto ARIMA, forecasting and exploring a business case.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

utils