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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]

books

some books

bybit-trading-bot-integrated-with-tradingview-webhook-alerts

Python based Trading Bot that uses TradingView.com webhook JSON alerts to place orders(buy/sell/close/manage positions/TP/SL/TS etc.) on Bybit.com.

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

copulas

A library to model multivariate data using copulas.

cpp

c and c++ examples

deep-learning

deepvar

Portfolio Risk Assessment leveraging Probabilistic Deep Neural Networks

financial-data-structures

Depricated repo. Please refer to mlfinlab

fingpt

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We'll soon release the trained model.

finrl

FinRL: Financial Reinforcement Learning. Please star. 🔥

flask-now-ui-dashboard

Flask Dashboard - Now UI Design | AppSeed

flask_jsondash

:snake: :bar_chart: :chart_with_upwards_trend: Build complex dashboards without any front-end code. Use your own endpoints. JSON config only. Ready to go.

flood-disaster-prediction

This project is developed in Python and it proposes the development of a Bayesan Network to infer the probabilities of serious floods in the territory of the Italian region Veneto.

handwriting-ocr

OCR software for recognition of handwritten text

helloworld_android_app

:link:Android app during learning process

hiddenmarkovmodel

Code for the Hidden Markov Model Tutorial Series

image_processing

introduction_to_statistical_learning_summary_python

Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.

libor-market-model

Implementation of term structure model project

lvvd

Listed Volatility and Variance Derivatives (Wiley Finance)

machine-learning-for-asset-managers

Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.

mltutor

ml teachings

multitransformer

Transformer and MultiTransformer layers for stock volatility forecasting purposes

notes

pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

publications

python

python practices

pythonapi_flattrade

pytorch-transformer-for-rul-prediction

Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.