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shawn-nau's Projects

riskfolio-lib icon riskfolio-lib

Portfolio Optimization and Quantitative Strategic Asset Allocation in Python

rl-tutorial-jnrr19 icon rl-tutorial-jnrr19

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

scimai-gym icon scimai-gym

A Python library for addressing the Supply Chain Inventory Management problem through Deep Reinforcement Learning algorithms.

smc_electricity_forecast icon smc_electricity_forecast

Projet ENSAE - Modèles à chaîne de Markov cachée et méthodes de Monte Carlo séquentielles - Antoine Grelety, Samir Tanfous, Zakarya Ali

spektral icon spektral

Graph Neural Networks with Keras and Tensorflow 2.

stock-volatility-forecasting icon stock-volatility-forecasting

The extra value of online investor sentiment measures on forecasting stock return volatility: a large-scale longitudinal evaluation based on Chinese stock market

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

superset icon superset

Apache Superset is a Data Visualization and Data Exploration Platform

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