RNN Visualizer

Visualize Recurrent Neural Networks unrolled over time steps with weight sharing and LSTM gates

Network Config

Input Size
2
Hidden Size
3
Output Size
1
Time Steps
4
Mode

Controls

Layer Info

Step 1/4

Input

2

Hidden

3

Output

1

Input Sequence

x0: 0.45
x1: 0.96
x2: -0.58
x3: 0.33

Hidden States

No states computed yet

Unrolled RNN Diagram2 — 3 — 1

x0x1h0h1h2y0t=1x0x1h0h1h2y0t=2x0x1h0h1h2y0t=3x0x1h0h1h2y0t=4InputHiddenOutput

Weight Matrices

W_input_hidden2 - 3
W_hidden_hidden3 - 3
W_hidden_output3 - 1

Legend

Input
Active
Hidden
›w > 0
›w < 0

What is RNN Visualizer?

RNN Visualizer is a free online tool for students and professionals — handy for everyday study and work tasks. It runs fully in your browser: fast, private and free forever, with no account needed.

How to use RNN Visualizer?

Step 1: Use the live controls in the tool above — it runs on this page. Step 2: Add your data or settings as the screen prompts. Step 3: Run the tool, then copy or download the result. Everything happens locally in your browser, so large inputs stay private.

Frequently Asked Questions — RNN Visualizer

Is RNN Visualizer free to use?

Yes — RNN Visualizer is a free online tool by DSWallah. No signup, no install, no limits for normal use. It runs entirely in your browser.

Do I need to install anything for RNN Visualizer?

No. RNN Visualizer works online in Chrome, Edge, Firefox or Safari on mobile and desktop. Your data never leaves your device.

Who should use RNN Visualizer?

RNN Visualizer is built for students and professionals — useful for everyday study and work tasks. DSWallah students use it daily in our Python Course and Data Science Course batches.

Learn the skill behind the tool: Python Course in Lucknow · Data Science Course

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