Jonas Maison's repositories
community-detection-in-graphs
Community Detection in Graphs (master's degree short project)
PFA-ScanNet
PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Implementation).
pytorch-segmentation-dataset
SegmentationDataset class for torchvision. Applies data augmentation to both images and segmentations.
scattering-networks
Msc Graduation Project on Scattering Networks. Report (In French), Python and Matlab Source Code.
merkle-tree
Merkle Tree and Lamport Signature Python Implementation (master's degree short project)
ChallengeMKea
Data Science Competition: “Screening and Diagnosis of Esophageal Cancer” by Mauna Kea. Top 12% Finalist.
swimming-pool-detection
Swimming Pool Detection on Aerial Images With AI.
ChallengeHC18
Data Science Competition: “Automated Measurement of Fetal Head Circumference”. Top 8% Finalist.
dilation-rate-as-fibonacci-sequence
Dilation Rate Gridding Problem and How to Solve It With the Fibonacci Sequence.
cities-with-nice-weather
Find the Cities With the Best Climate With Data Science.
dice-coefficient-scale-sensitivity-pitfall
The Dice Coefficient Is Scale Sensitive, Mathematical Proof.
how-not-to-sample-points-in-circle
How to Uniformly Sample Points in a Circle.
mse-for-binary-classification
What Happens if We Use a Mean Squared Error Loss for Binary Classification?
knowledge-base
My knowledge base for all the things I (should) know about.
extension-total-python
Python script to query the ExtensionTotal API.
matrix-matrix-multiplication-optimization
How to Optimize the Matrix Matrix Multiplication.