Shypd.aiThe largest open index of AI toolspython_autocomplete is a Coding & Development tool that uses a simple neural network for Python code autocompletion. It aims to reduce keystrokes and improve coding speed by predicting code segments.
About
python_autocomplete is an open-source project that leverages a simple LSTM (Long Short-Term Memory) neural network to provide autocompletion for Python code. The tool is designed to predict and suggest code completions, potentially saving a significant number of keystrokes—up to 30% in most files and nearly 50% in some. It performs beam search to find predictions up to approximately 10 characters ahead. The model is trained on tokenized Python code, after cleaning comments, strings, and blank lines, and a pre-trained model checkpoint is included. While currently inefficient for direct editor integration, it demonstrates the potential of neural networks for code assistance. A simpler, maintained version is available at lab-ml/source_code_modelling.
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Open Source
Free
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