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roiamiel1/Build-Deep-Learning-From-Scratch

A project-based curriculum that teaches PyTorch by rebuilding it from scratch. Start with scalar backpropagation, create a reverse-mode autodiff engine, expand it into tensors, then implement neural networks, optimizers, CNNs, attention, Transformers, ViTs, and a mini PyTorch framework. Every gradient is code you write and understand.

#Learning resources
Visit GitHub
Python
66
21
2 contributors
The Unlicense
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Momentum

How fast roiamiel1/Build-Deep-Learning-From-Scratch is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 26 – Oct 24, 2026

Stars +23 in 60 days

012
2

Forks +10 in 60 days

012
2

Merged PRs 0 in 60 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 26Sep 3Sep 11Sep 19Sep 27Oct 5Oct 13Oct 21
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Wed, Aug 26, 2026+1+00
Thu, Aug 27, 2026+0+10
Fri, Aug 28, 2026+0+10
Sat, Aug 29, 2026+0+00
Sun, Aug 30, 2026+0+00
Mon, Aug 31, 2026+0+00
Tue, Sep 1, 2026+0+00
Wed, Sep 2, 2026+1+00
Thu, Sep 3, 2026+0+10
Fri, Sep 4, 2026+1+00
Sat, Sep 5, 2026+1+00
Sun, Sep 6, 2026+1+00
Mon, Sep 7, 2026+1+00
Tue, Sep 8, 2026+0+10
Wed, Sep 9, 2026+0+10
Thu, Sep 10, 2026+0+00
Fri, Sep 11, 2026+0+00
Sat, Sep 12, 2026+1+00
Sun, Sep 13, 2026+1+00
Mon, Sep 14, 2026+1+00
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+1+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+1+00
Sun, Sep 20, 2026+1+00
Mon, Sep 21, 2026+0+00
Tue, Sep 22, 2026+1+10
Wed, Sep 23, 2026+1+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+1+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+1+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+0+10
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+1+00
Fri, Oct 9, 2026+0+10
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+1+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+2+20
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+1+00
Fri, Oct 23, 2026+1+00
Sat, Oct 24, 2026+1+00
Total+23+100
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jun 271 post

    • Welcome!

      Read full on Reddit

      r/pytorch_from_scratch

  2. Jun 224 posts

    • I built using claude a 35-stage course where you reimplement PyTorch from scratch — no autograd libraries allowed

      Read full on Reddit

      r/deeplearning

    • I built using claude a 35-stage course where you reimplement PyTorch from scratch — no autograd libraries allowed

      Read full on Reddit

      r/BuildWithClaude

    • I built using claude a 35-stage course where you reimplement PyTorch from scratch — no autograd libraries allowed

      Read full on Reddit

      r/OpenSourceeAI

    • I built using claude a 35-stage course where you reimplement PyTorch from scratch — no autograd libraries allowed

      Read full on Reddit

      r/pytorch

  3. Jun 211 post

    • I built using claude a 35-stage course where you reimplement PyTorch from scratch — no autograd libraries allowed

      Read full on Reddit

      r/learnmachinelearning

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