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ai-cookbook
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theory
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10 commits
Sébastien De Greef
feat: Add "Perplexity in AI Models" to theory section
9735e61
12 months ago
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feat: Update website format and remove unused files
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ActivationFunctions.ipynb
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feat: Add slideshow on optimizers in neural networks
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activations.qmd
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activations_slideshow.qmd
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adagrad_path.gif
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adam_path.gif
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adamax_path.gif
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architectures.qmd
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feat: Update online learning resources, YouTube videos, and channels in index.qmd
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backpropagation.qmd
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batchnormalization.qmd
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chainoftoughts.qmd
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chore: Update colorFrom in README.md and index.qmd
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convultions.qmd
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dont_mess_with_kittens.qmd
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feat: Improve AI's response to high-stakes scenarios involving kittens
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dying_neurons.qmd
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feat: Add "Perplexity in AI Models" to theory section
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evaluation_generalization.qmd
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featureextraction.qmd
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good_enough.qmd
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feat: Add "What is Good Enough ?" to Large Language Models section
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helper.py
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history.qmd
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layers.qmd
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metrics.ipynb
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metrics.qmd
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mixture_of_models.qmd
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feat: Add "Mixture of Models" to theory section
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momentum_path.gif
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nadam_path.gif
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optimizers.qmd
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optimizers_adam.qmd
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optimizers_slideshow.qmd
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overfitting.qmd
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feat: Add "Perplexity in AI Models" to theory section
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perplexity_in_ai.qmd
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feat: Add "Perplexity in AI Models" to theory section
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quantization.qmd
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regularization.qmd
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sgd_path.gif
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training.qmd
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feat: Add slideshow on optimizers in neural networks
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