Naoto Shimakoshi's starred repositories
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
EfficientDet.Pytorch
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
torchtyping
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
neural-backed-decision-trees
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
sparse_dot_topn
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
DeLF-pytorch
PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"
Humpback-Whale-Identification
Humpback Whale Identification
kaggle-birdsong-recognition
1st Place solution to the Cornell Birdcall Identification competition.
python2cpp
Pythonを知っている人向けのC++入門
Indoor-Location-Navigation-Public
Winning solution of the Indoor Location & Navigation Kaggle competition
zetasql-formatter
ZetaSQL (Standard SQL) Formatter with preserved comments mainly for BigQuery and SpanSQL