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alexbuce's Projects

rl-starter-files icon rl-starter-files

RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code

roomgpt icon roomgpt

Upload a photo of your room to generate your dream room with AI.

stock-prediction icon stock-prediction

Stock price prediction with recurrent neural network. The data is from the Chinese stock.

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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.

storm icon storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

superagi icon superagi

<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

ta-lib icon ta-lib

Python wrapper for TA-Lib (http://ta-lib.org/).

url-image icon url-image

AsyncImage before iOS 15. Lightweight, pure SwiftUI Image view, that displays an image downloaded from URL, with auxiliary views and local cache.

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