Spaces:

sebdg
/

ai-cookbook

Running

App Files Files Community

ai-cookbook / src /theory

Ctrl+K

Ctrl+K

3 contributors

History: 10 commits

Sébastien De Greef

feat: Add "Perplexity in AI Models" to theory section

9735e61 about 1 year ago

images
feat: Update website format and remove unused files about 1 year ago
ActivationFunctions.ipynb

575 kB

feat: Add slideshow on optimizers in neural networks about 1 year ago
activations.qmd

8.31 kB

feat: Update activation functions in activations.qmd about 1 year ago
activations_slideshow.qmd

10.4 kB

feat: Update website format and remove unused files about 1 year ago
adagrad_path.gif

163 kB

feat: Update website format and remove unused files about 1 year ago
adam_path.gif

167 kB

feat: Update website format and remove unused files about 1 year ago
adamax_path.gif

153 kB

feat: Update website format and remove unused files about 1 year ago
architectures.qmd

40.5 kB

feat: Update online learning resources, YouTube videos, and channels in index.qmd about 1 year ago
backpropagation.qmd

3.39 kB

feat: Update website format and remove unused files about 1 year ago
batchnormalization.qmd

6.88 kB

feat: Update website format and remove unused files about 1 year ago
chainoftoughts.qmd

2.5 kB

chore: Update colorFrom in README.md and index.qmd about 1 year ago
convultions.qmd

4.37 kB

feat: Update website format and remove unused files about 1 year ago
dont_mess_with_kittens.qmd

5.42 kB

feat: Improve AI's response to high-stakes scenarios involving kittens about 1 year ago
dying_neurons.qmd

4.98 kB

feat: Add "Perplexity in AI Models" to theory section about 1 year ago
evaluation_generalization.qmd

3.68 kB

feat: Update website format and remove unused files about 1 year ago
featureextraction.qmd

2.47 kB

feat: Update website format and remove unused files about 1 year ago
good_enough.qmd

6.05 kB

feat: Add "What is Good Enough ?" to Large Language Models section about 1 year ago
helper.py

1.51 kB

feat: Update website format and remove unused files about 1 year ago
history.qmd

1.52 kB

feat: Update website format and remove unused files about 1 year ago
layers.qmd

7.58 kB

feat: Add slideshow on optimizers in neural networks about 1 year ago
metrics.ipynb

3.1 kB

feat: Update website format and remove unused files about 1 year ago
metrics.qmd

16.6 kB

feat: Add slideshow on optimizers in neural networks about 1 year ago
mixture_of_models.qmd

5.15 kB

feat: Add "Mixture of Models" to theory section about 1 year ago
momentum_path.gif

161 kB

feat: Update website format and remove unused files about 1 year ago
nadam_path.gif

167 kB

feat: Update website format and remove unused files about 1 year ago
optimizers.qmd

6.21 kB

feat: Update website format and remove unused files about 1 year ago
optimizers_adam.qmd

1.83 kB

feat: Update website format and remove unused files about 1 year ago
optimizers_slideshow.qmd

4.14 kB

feat: Update website format and remove unused files about 1 year ago
overfitting.qmd

4.54 kB

feat: Add "Perplexity in AI Models" to theory section about 1 year ago
perplexity_in_ai.qmd

1.91 kB

feat: Add "Perplexity in AI Models" to theory section about 1 year ago
quantization.qmd

13.9 kB

feat: Update website format and remove unused files about 1 year ago
regularization.qmd

4.19 kB

feat: Update website format and remove unused files about 1 year ago
rmsprop_path.gif

150 kB

feat: Update website format and remove unused files about 1 year ago
sgd_path.gif

144 kB

feat: Update website format and remove unused files about 1 year ago
training.qmd

9.84 kB

feat: Add slideshow on optimizers in neural networks about 1 year ago