Miriam Kosik's starred repositories
ldpc_decoders
Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-sum and sum-product) and a few other decoders.
classic-PEG-
Progressive edge growth PEG for LDPC code and QC-LDPC construction C++, Python, Matlab PEG with ACE and Avoiding Generating Small Cycles
full-qkd-system
This finalized version of the quantum-key-distribution system
5G-NR-LDPC-CPP
5G NR LDPC C++ Implementation
LDPC-codes
Software for Low Density Parity Check codes
LDPC-like-Decoding-of-Polar-Codes
see paper "Sparse Graphs for Belief Propagation Decoding of Polar Codes"
Machine-Learning-Engineering-with-MLflow
Machine Learning Engineering with MLflow, published by Packt
multi-imbalance
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/
scikit-learn
scikit-learn: machine learning in Python
FastPhotoStyle
Style transfer, deep learning, feature transform
wordvectors
How to train Word2Vec for your language.
ai-maze-python
Automatic maze generator (DFS) and maze solver (A*, DFS, BFS) in python.
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all