---
title: "stock-rnn"
type: "tool"
slug: "lilianweng-stock-rnn"
canonical_url: "https://www.graphcanon.com/tools/lilianweng-stock-rnn"
github_url: "https://github.com/lilianweng/stock-rnn"
homepage_url: "https://lilianweng.github.io/lil-log"
stars: 1976
forks: 673
primary_language: "Python"
license: null
archived: false
categories: ["model-training", "vector-databases"]
tags: ["embeddings", "lstm", "python", "rnn-tensorflow", "stock-price-prediction"]
updated_at: "2026-07-11T11:29:52.558521+00:00"
---

# stock-rnn

> Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

## Facts

- Repository: https://github.com/lilianweng/stock-rnn
- Homepage: https://lilianweng.github.io/lil-log
- Stars: 1,976 · Forks: 673 · Open issues: 24 · Watchers: 115
- Primary language: Python
- Last pushed: 2022-07-28T06:36:59+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Dormant (computed 2026-07-11T11:29:50.782Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:29:51.541Z
- Full report: [trust report](/tools/lilianweng-stock-rnn/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/lilianweng-stock-rnn/trust)

## Categories

- [Model Training](/categories/model-training.md)
- [Vector Databases](/categories/vector-databases.md)

## Tags

embeddings, lstm, python, rnn-tensorflow, stock-price-prediction

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

- [tensorflow](/tools/tensorflow-tensorflow.md) - An Open Source Machine Learning Framework for Everyone (★ 196,300) [Very active]
- [transformers](/tools/huggingface-transformers.md) - Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models (★ 162,482) [Very active]
- [generative-ai-for-beginners](/tools/microsoft-generative-ai-for-beginners.md) - 21 Lessons, Get Started Building with Generative AI (★ 112,866) [Very active]
- [pytorch](/tools/pytorch-pytorch.md) - Tensors and Dynamic neural networks in Python with strong GPU acceleration (★ 101,752) [Very active]
- [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) - Implement a ChatGPT-like LLM in PyTorch from scratch, step by step (★ 98,899) [Steady]
- [DeepSeek-R1](/tools/deepseek-ai-deepseek-r1.md) - Repository contains distilled LLM models derived from Qwen and LLaMA series for various commercial uses. (★ 91,991) [Dormant]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/lilianweng-stock-rnn`](/api/graphcanon/tools/lilianweng-stock-rnn)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_