{"id":20490433,"url":"https://github.com/hanzopgp/lstmcryptopriceprediction","last_synced_at":"2026-05-11T07:08:29.720Z","repository":{"id":109491423,"uuid":"354638428","full_name":"hanzopgp/LSTMCryptoPricePrediction","owner":"hanzopgp","description":"TensorFlow LSTM neural networks which predict cryptocurrencies future prices. 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Starting from Sentdex's tutorial. Last introduction project before working on LSTM \u0026 Transformers to predict cryptocurrencies price. (for my intership at Deepn as an AI dev)\n\n## Dependencies\n\n- Python\n- Anaconda\n- Jupyter notebook\n- TensorFlow\n- Numpy\n- Matplotlib\n- Pandas\n- Sklearn\n- Unidecode\n\n## Jupyterlab setup\n\n- Install Anaconda\n- Create new environnment\n- Open environment terminal\n- \\\u003epip install tensorflow\n- \\\u003epip install pandas\n- \\\u003epip install sklearn\n- \\\u003epip install jupyter notebook\n- ...\n- Open jupyter notebook in that environment\n\n## Datasets\n\n- Datasets are not in the github repository, you need to download it (Links in notebooks).\n\n## Links\n\n- https://www.youtube.com/watch?v=wQ8BIBpya2k\u0026list=PLQVvvaa0QuDfhTox0AjmQ6tvTgMBZBEXN\u0026ab_channel=sentdex\n- https://en.wikipedia.org/wiki/Recurrent_neural_network\n- https://en.wikipedia.org/wiki/Long_short-term_memory\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhanzopgp%2Flstmcryptopriceprediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhanzopgp%2Flstmcryptopriceprediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhanzopgp%2Flstmcryptopriceprediction/lists"}