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Deep Learning and other Machine Learning techniques for Smalltalk.

License: MIT License

Python 0.24% PureBasic 0.01% Smalltalk 19.46% Jupyter Notebook 7.11% CSS 1.46% HTML 9.23% JavaScript 62.50%

machine-learning's Introduction

Cuis

Cuis is a free Smalltalk-80 environment originally derived from Squeak with a specific set of goals: being simple and powerful. It is also portable to any platform, fast and efficient. This means it is a great tool for running on any hardware, ranging from RasPis and the like and phones, up to server racks, and everything in between, including regular laptops and PCs.

Cuis is

Small
Clean
Appropriable

Like Squeak, Cuis is also:

Open Source
Self contained
Multiplatform

Like other Smalltalk-80 environments (including Squeak, Pharo and others), Cuis is also:

A complete development environment written in itself
A pure, dynamic Object Oriented language

This repo is obsolete. Active development of Cuis is at the main Cuis repo

machine-learning's People

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spencerx architectureofthings tyongguang anothergroupchat jvanecek

machine-learning's Issues

crash when running TensorflowCAPITest>>#testBufferNoNeedExternalize

This happens when testing #6
I have a fresh image and sent initialize to all the subclasses of TF_Structure

* frame #0: 0x0000000104589c81 Squeak`scavengeReferentsOf + 290
    frame #1: 0x0000000104588823 Squeak`doScavenge + 784
    frame #2: 0x000000010457fea2 Squeak`scavengingGCTenuringIf + 336
    frame #3: 0x0000000104565043 Squeak`checkForEventsMayContextSwitch + 127
    frame #4: 0x00000001045644d9 Squeak`handleStackOverflowOrEventAllowContextSwitch + 31
    frame #5: 0x0000000104568b80 Squeak`ceStackOverflow + 110

Crash with finalization

If the image was saved with TF objects death but not yet finalized, then the image cannot be reopen

(don't know if it is a ML or Cuis' issue)

 0x7fff586cf750 I TF_Tensor>delete 0x10e2b15f0: a(n) TF_Tensor
    0x7fff586cf780 M TF_Tensor>finalize 0x10e2b15f0: a(n) TF_Tensor
    0x7fff586cf7b0 M [] in WeakRegistry>finalizeValues 0x10df2c5f8: a(n) WeakRegistry
    0x7fff586cf7f0 M OrderedCollection>do: 0x10d072ba0: a(n) OrderedCollection
    0x7fff586cf830 M WeakRegistry>finalizeValues 0x10df2c5f8: a(n) WeakRegistry
    0x7fff586cf860 M [] in WeakArray class>finalizationProcess 0x10d7bbbe8: a(n) WeakArray class
    0x7fff586cf8a8 M WeakArray(SequenceableCollection)>do: 0x10d6f4a90: a(n) WeakArray
    0x7fff586cf8e0 M [] in WeakArray class>finalizationProcess 0x10d7bbbe8: a(n) WeakArray class
    0x7fff586cf910 M BlockClosure>on:do: 0x10d071980: a(n) BlockClosure
    0x7fff586cf950 M BlockClosure>ifError: 0x10d071980: a(n) BlockClosure

Add asSmalltalk to TF_Tensor

TF_Tensor knows it's type, so it would be a good idea to add this method.
This should avoid some issues. For instance, if we do asInt32s to a 64 bits tensor, the results is incorrectly (and very hard to detect)

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