kootenpv/neural_complete

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1159 stars · 117 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Neural Complete is a generative LSTM-based autocomplete system trained on Python Keras source code to help write neural network code. It consists of a Keras-trained backend served with Flask and a thin Angular 2 frontend that displays whole-line code suggestions.

Use cases

• autocomplete neural network code in python
• train a text generation model on my own source code
• demo of lstm-based code completion
• serve a keras language model with flask
• scrape github for python training data

When to choose

• you want a small educational example of LSTM text generation for code
• you want to experiment with training autocomplete models on your own corpus
• you need a self-contained demo of keras + flask + angular integration

When to avoid

• you need production-quality code completion like modern LLM-based assistants
• you want actively maintained software
• you need token-level IDE integration

Facets

application · maturity abandoned

machine-learning llm-inference http-server machine-learning deep-learning developer-tools web-development python browser autocomplete lstm keras code-completion flask angular text-generation web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="kootenpv/neural_complete")