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Ahmed Amine Mchayaa's Projects

ai-stock-prediction icon ai-stock-prediction

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.

atm icon atm

A Java-based implementation of an Automated Teller Machine application

awesome-selfhosted icon awesome-selfhosted

A list of Free Software network services and web applications which can be hosted on your own servers

awesome-vue icon awesome-vue

🎉 A curated list of awesome things related to Vue.js

benchfoundry icon benchfoundry

An extensible, trace-based execution environment for cloud database benchmarks

dash-hls-generator icon dash-hls-generator

This project offers a simple config-file based cli tool to prepare streaming media. It greatly simplifies the process of using FFmpeg for both VOD and live content.

datacamp icon datacamp

DataCamp courses and projects that I have completed.

diff-match-patch icon diff-match-patch

Diff Match Patch is a high-performance library in multiple languages that manipulates plain text.

distributed-vue icon distributed-vue

This is an example project for the following article: https://markus.oberlehner.net/blog/distributed-vue-applications-pushing-content-and-component-updates-to-the-client/

docx-templater icon docx-templater

Generate docx and pptx (microsoft word documents) from templates, from Node.js, the Browser and the command line / Demo: https://docxtemplater.com/demo

entity-recognition-datasets icon entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

facepager icon facepager

Facepager was made for fetching public available data from YouTube, Twitter and other websites on the basis of APIs and webscraping.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

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