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Projects in Awesome Lists by raphaelsenn

A curated list of projects in awesome lists by raphaelsenn .

https://github.com/raphaelsenn/playervectors

Implementation of the paper "Player Vectors: Characterizing Soccer Players Playing Style from Match Event Streams".

data-science

Last synced: 04 Mar 2026

https://github.com/raphaelsenn/newton-raphson-fractals

Generate stunning Newton-Raphson fractal images in .ppm format, with your own polynomials.

complex-numbers cpp fractal fractal-images fractals mathematics newton-raphson ppm-format ppm-image

Last synced: 25 Jun 2025

https://github.com/raphaelsenn/house-price-prediction

Simple Neural Network (raw python, just using numpy) to predict house prices over a kaggle dataset (Boston House Prices).

Last synced: 03 Aug 2025

https://github.com/raphaelsenn/info-retrieval-notebooks

Some information retrieval algorithms and datastructures (inverted index, ranking (bm25, tf, idf scores), fuzzy search, ...)

data-science fuzzy-search information-retrieval information-systems inverted-index searching-algorithms

Last synced: 17 Mar 2026

https://github.com/raphaelsenn/markov-next-word

Next word prediction using markov chains. No neural networks, no lstm, no transformers... Just 60 lines of python and simple math.

Last synced: 24 Jan 2026

https://github.com/raphsenn/eval-kaggle

Evaluating a bunch of kaggle datasets with machine learning algorithms.

Last synced: 27 Mar 2025

https://github.com/raphaelsenn/mnist-numpy

MNIST (Digits & Fashion) Neural Network (MLP) from scratch in raw NumPy, benchmarked against PyTorch.

deep-learning deep-neural-networks machine-learning mnist mnist-classification neural-network

Last synced: 27 Aug 2025

https://github.com/raphaelsenn/gameoflife

Game Of Life inside the terminal using C and ncurses libary.

Last synced: 02 Jul 2025

https://github.com/raphaelsenn/playervectors-ai

Clustering and predicting PlayerVectors using Machine Learning and Deep Learning algorithms.

Last synced: 16 May 2025

https://github.com/raphaelsenn/lucas-kanade

Simple C++ implementation of Lucas-Kanade optical flow using OpenCV.

Last synced: 10 Sep 2025

https://github.com/raphaelsenn/maxout

PyTorch implementation of the "Maxout unit" described in the paper "Maxout Networks".

Last synced: 23 Jun 2025

https://github.com/raphaelsenn/configs

Some files of mine.

Last synced: 16 May 2025

https://github.com/raphaelsenn/dropout

PyTorch implementation of the dropout technique described in the paper: "Dropout: A Simple Way to Prevent Neural Networks from Overfitting"

Last synced: 23 Jun 2025

https://github.com/raphaelsenn/lenet-1

Implementation of "Backpropagation Applied to Handwritten Zip Code Recognition" in PyTorch.

Last synced: 16 Mar 2025

https://github.com/raphaelsenn/pixelzauber

Implementing a bunch image processing algorithms for .PGM files from scratch in C++.

Last synced: 23 Jun 2025

https://github.com/raphaelsenn/sorting-algorithm-visualization

sorting algorithm visualization in C++ with sfml

Last synced: 11 Sep 2025

https://github.com/raphaelsenn/gan

PyTorch reimplementation of "Generative Adversarial Networks" (Goodfellow et al., 2014).

Last synced: 22 Sep 2025

https://github.com/raphaelsenn/cgan

PyTorch reimplementation of "Conditional Generative Adversarial Nets" (Mirza and Osindero, 2014).

Last synced: 22 Sep 2025

https://github.com/raphaelsenn/alexnet

PyTroch implementation of AlexNet described in the revolutionary paper "ImageNet Classification with Deep Convolutional Neural Networks" from Hinton, Krizhevsky and Sutskever.

Last synced: 22 Sep 2025

https://github.com/raphaelsenn/mugrad

An autograd engine with PyTorch-like API - something between Karpathy's micrograd and George Hotz's tinygrad.

Last synced: 01 Aug 2025

https://github.com/raphaelsenn/horn-schunck

Simple C++ implementation of Horn-Schunck optical flow using OpenCV.

Last synced: 01 Aug 2025

https://github.com/raphaelsenn/pytorch-gans

PyTorch implementations of various GAN papers/architectures like GAN (Goodfellow at at.), DCGAN (Radford et al.), etc.

Last synced: 01 Aug 2025