Extend to matrices and high-order tensors#94

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jli05 wants to merge 53 commits intokarpathy:masterfrom

brief-ds:master

Commits on Apr 10, 2025

move images to assets/
Jencir Lee
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move demo notebooks to demos/
Jencir Lee
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add tests for unittest
Jencir Lee
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Commits on Apr 14, 2025

replace pytorch test with test against known results
Jencir Lee
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add forward() computation
Jencir Lee
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extend autodiff to matrices
Jencir Lee
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Commits on Apr 15, 2025

add log1p operator
Jencir Lee
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initialise variables' data with nan
Jencir Lee
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add transpose operator
Jencir Lee
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Commits on Apr 16, 2025

add arctanh operator
Jencir Lee
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Commits on Apr 18, 2025

add sum operator
Jencir Lee
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use nan when variable not in input
Jencir Lee
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add mean op
Jencir Lee
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Commits on Apr 21, 2025

add tensordot and __matmul__ operators
Jencir Lee
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add log operator
Jencir Lee
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add dependency to setup.py
Jencir Lee
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update README
Jencir Lee
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add tanh operator
Jencir Lee
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add test for unary ops against torch
Jencir Lee
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add test for reduce ops
Jencir Lee
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Commits on Apr 22, 2025

move tensordot outside the Value class to become a function
Jencir Lee
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add test on tensordot
Jencir Lee
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Commits on Apr 24, 2025

add the benefits
Jencir Lee
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Commits on Apr 27, 2025

add section "Essential Use Pattern"
Jencir Lee
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rephrase "operator depedency topology" section
Jencir Lee
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Commits on Apr 28, 2025

remove unnecessary zero_grad()
Jencir Lee
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Commits on Apr 29, 2025

fix cases of broadcast shape in addition and multiplication
Jencir Lee
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add SGD class
Jencir Lee
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scalar and vector-version demos produce exactly the same results
Jencir Lee
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Commits on May 1, 2025

add "Stochastic Gradient Descent" section in README.md
Jencir Lee
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Commits on May 5, 2025

shape must be tuple
Jencir Lee
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add pyproject.toml for pip forward compatibility
Jencir Lee
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fix reduce ops with negative axis
Jencir Lee
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Commits on May 8, 2025

fix for scalar input
Jencir Lee
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Commits on May 9, 2025

add installation instructions
Jencir Lee
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Commits on May 14, 2025

add arcsin op
Jencir Lee
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Commits on May 27, 2025

use where() for relu op grad
Jencir Lee
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reuse space for grad
Jencir Lee
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Commits on Sep 14, 2025

add dtype
Jencir Lee
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add print-out of numerical error
Jencir Lee
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Commits on Sep 16, 2025

use broadcast_to
Jencir Lee
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Commits on Sep 24, 2025

add link to full examples
Jencir Lee
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shift position of dtype
Jencir Lee
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rephrase
Jencir Lee
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re-arrange sections
Jencir Lee
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rephrase
Jencir Lee
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rephrase
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Commits on Sep 25, 2025

add link to core code
Jencir Lee
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add link to SGD class
Jencir Lee
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Commits on Oct 1, 2025

add blog post
Jencir Lee
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Commits on Mar 10, 2026

rewrite import
Jencir Lee
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Commits on Mar 14, 2026

add exp op
Jencir Lee
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change SGD.step() signature
Jencir Lee
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