$ mnemogit --start

Commit to
memory.

The flashcard app for AI, ML, and data science learners. Curated from open-source corpora, with a live AI assistant when you need help.

8 domains·593 curated cards·CC0 / CC-BY content·US-based
MnemoGit \u2014 flashcard suspended in a network of commits

study mode

Looks like a real flashcard. Works like a tutor.

Three-pane study view: deck progress on the left, the card in the middle, AI assistant on the right. Both panels collapse for focus mode.

mnemogit.com/study/deep-learning

deck

Deep Learning

89 cards

progress

12 / 89

session

7

EASY

4

MED

1

HARD

medium13 / 89

What is backpropagation?

tap to flip

Study assistant
Claude OpusGPT-4oGemini
Why does this matter?
Backprop is the gradient computation that makes deep learning trainable at scale. Without it, every weight would need numerical estimation \u2014 billions of forward passes per step\u2026
Explain another wayMnemonic
SourcesWikidata \u2014 Backpropagationen.wikipedia.org/Backpropagationopenstax.org

what's inside

Built like an engineer's notebook.

Versioned content. Cited sources. Spaced repetition. AI assist when you're stuck, not generating what you study.

8 curated domains, 593 cards

Foundations through advanced — every card sourced from CC0 / CC-BY corpora (Wikidata, OpenStax, NIST). No AI-hallucinated content. Citations on every card.

Real spaced repetition

SM-2 algorithm shows you cards right when you're about to forget. Proven 90%+ long-term retention.

AI study assistant

Stuck? Ask Claude Opus 4.6, GPT-4o, or Gemini 2.5 Pro. Quick prompts: explain another way, why does this matter, give me a mnemonic.

Live citations under every card

Every card shows reputable sources to dig deeper — Wikipedia, OpenStax, NIST, MedlinePlus, Stanford SEP. Curated whitelist, no SEO spam.

Career & cert guidance

Built-in Learn section maps roles (DS, MLE, MLOps, Research, NLP) and certifications (AWS ML, GCP, Azure, Databricks, NVIDIA) to the decks you should study.

US-based, transparent

Virginia entity. Open-source content. Your data is yours. Bring your own AI key for $0 markup, or use ours with transparent pricing.

workflow

Learn like you ship code.

01|git clone

Pick a domain

Eight domains, 593 curated cards. Pull a deck from foundations to MLOps. Each card carries its source.

02|git diff

Get unstuck fast

Card too vague? Ask the in-deck assistant. Pick Claude Opus 4.6, GPT-4o, or Gemini 2.5 Pro per question.

03|git commit

Commit to memory

SM-2 spaced repetition shows cards right when you’re about to forget. Track easy/medium/hard ratings per session.

$ mnemogit --init

Ready to commit?

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