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History: 14 commits

Sébastien De Greef

Update theory section titles for overfitting and underfitting

b7c4ee3 7 months ago

images
feat: Update website format and remove unused files 7 months ago
ActivationFunctions.ipynb

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feat: Add slideshow on optimizers in neural networks 7 months ago
activations.qmd

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feat: Update activation functions in activations.qmd 7 months ago
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 7 months ago
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 7 months ago
convultions.qmd

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feat: Update website format and remove unused files 7 months ago
deep_reinforcement_learning.qmd

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Update theory section titles for overfitting and underfitting 7 months ago
dont_mess_with_kittens.qmd

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feat: Improve AI's response to high-stakes scenarios involving kittens 7 months ago
dying_neurons.qmd

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feat: Add "Perplexity in AI Models" to theory section 7 months ago
early_stopping.qmd

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Update theory section titles for overfitting and underfitting 7 months ago
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 7 months ago
helper.py

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history.qmd

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hyperparameter_tuning.qmd

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layers.qmd

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feat: Add slideshow on optimizers in neural networks 7 months ago
meta_learning.qmd

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Update theory section titles for overfitting and underfitting 7 months ago
metrics.ipynb

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metrics.qmd

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feat: Add slideshow on optimizers in neural networks 7 months ago
mixture_of_models.qmd

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feat: Add "Mixture of Models" to theory section 7 months ago
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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Update theory section titles for overfitting and underfitting 7 months ago
perplexity_in_ai.qmd

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feat: Add "Perplexity in AI Models" to theory section 7 months ago
quantization.qmd

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regularization.qmd

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rmsprop_path.gif

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semi_supervised_learning.qmd

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Update theory section titles for overfitting and underfitting 7 months ago
sgd_path.gif

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supervised_learning.qmd

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Update theory section titles for overfitting and underfitting 7 months ago
training.qmd

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feat: Add slideshow on optimizers in neural networks 7 months ago
transfer_learning.qmd

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feat: Add sklearn to requirements.txt and include transfer learning and early stopping in theory section 7 months ago
underfitting.qmd

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Update theory section titles for overfitting and underfitting 7 months ago
unsupervised_learning.qmd

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Update theory section titles for overfitting and underfitting 7 months ago