Deep Learning Notes

Some notes on machine learning from a human learner.

Setup

conda env create --file environment.yaml
conda activate ml
jupyter lab

Name		Name	Last commit message	Last commit date
Latest commit History 84 Commits
data		data
images		images
.gitignore		.gitignore
2.5_implementing-gradient-descent.ipynb		2.5_implementing-gradient-descent.ipynb
2.8_implementing-backpropagation.ipynb		2.8_implementing-backpropagation.ipynb
README.md		README.md
cnn-transfer-learning.ipynb		cnn-transfer-learning.ipynb
cnn.ipynb		cnn.ipynb
environment.yaml		environment.yaml
knn-classifier.ipynb		knn-classifier.ipynb
linear-regression.ipynb		linear-regression.ipynb
logistic-regression.ipynb		logistic-regression.ipynb
ml-data.ipynb		ml-data.ipynb
ml-loss-functions.ipynb		ml-loss-functions.ipynb
ml-math.ipynb		ml-math.ipynb
ml-tensoralgebra-pytorch.ipynb		ml-tensoralgebra-pytorch.ipynb
ml-training-neural-networks.ipynb		ml-training-neural-networks.ipynb
rnn.ipynb		rnn.ipynb
scikit-learn.ipynb		scikit-learn.ipynb
style-transfer.ipynb		style-transfer.ipynb