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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Harris Detector
Published:
Harris Detector
Dunder Methods
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What are special methods?
They are ‘predefined’ methods that allow you to customize the behavior of classes. Can also be referred to as “dunder” (double-underscore) methods.
KNN-Graph
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Let’s say we have a dataset of 10 molecules (A through J), and we want to construct a 3-NN graph (k=3) where k indicates the number of neighbours.
TMAP
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The general process of TMAP looks like this:
LSH Forest
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Locality-sensitive hashing or LSH, allows us to focus on pairs that are likely to be similar, instead of having to look at all pairs possible. It reduces therefore the amount of computational time required by a brute force approach.
MinHashing
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TL;DR: MinHashing is a way to reduce the dimensionality of fingerprints. Instead of comparing 512-bit vectors directly -these are the vectors that we obtain after the fingerprint is applied to a SMILES format molecule-, MinHash reduces these vectors to smaller hashes that preserve similarity between molecules.
More About me
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This website will primarily focus on my professional and academic development, so you likely won’t find posts on topics like politics, philosophy, religion, music, or personal anecdotes. However, to add a more personal touch, here are a few of my favorite books on topics I do enjoy—though, these days, finding time to read them is a luxury:
applied_optimization
Fundamental definitions
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First part of the Applied Optimization course.
computer_vision
Image Classification with Convolutional Neural Networks
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A project implementing a CNN for image classification using PyTorch.
Projection Models
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First part of the Computer Vision course.
Building Cameras
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lens camera, DOF, lens flaws, desmosaicing, bay array and color moiré
Event Based Camera
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Event Based Camera description
Image Filtering
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Image filtering covering convolutions, denoising and more
Edge detection
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Edge detection. partial derivatives and gradient of an image.
Interest Points at different scales
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Locating interest points at different scales, rotation…
coursework
Image Classification with Convolutional Neural Networks
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A project implementing a CNN for image classification using PyTorch.
machine_learning
Supervised Learning
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First part of the Machine Learning course.
Probabilistic Interpretation
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Modelling of Probability Density Functions
portfolio
Fused Fingerprints TMAP
Published:
Visualization of large ChemBL dataset merging MAPC fingerprints for every entry with same Target ID
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
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Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
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Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
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Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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