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Ani's Projects

innvestigate icon innvestigate

A toolbox to iNNvestigate neural networks' predictions!

joblib icon joblib

Computing with Python functions.

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

kalman-and-bayesian-filters-in-python icon 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.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras-resnet icon keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras-self-attention icon keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

keras-vis icon keras-vis

Neural network visualization toolkit for keras

keras-yolo2 icon keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

leidenalg icon leidenalg

Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.

libffm icon libffm

A Library for Field-aware Factorization Machines

libfm icon libfm

Library for factorization machines

lightfm icon lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

linkedlist icon linkedlist

Implementing a Linked List and various related operations

livelossplot icon livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

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