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fastai

The fastai deep learning library, plus lessons and and tutorials

fasttext

Library for fast text representation and classification.

featuretools

An open source python library for automated feature engineering

gae

Implementation of Graph Auto-Encoders in TensorFlow

generalized-kmeans-clustering

This project generalizes the Spark MLLIB Batch and Streaming K-Means clusterers in every practical way.

google-taxonomy-matcher

Matches a category of Google's Taxonomy to product that is described in any kind of text data

graph-similarity-learning

Algorithms for learning network structure from effective resistances and other random-walk-based similarities.

graph_convnets_pytorch

PyTorch implementation of graph ConvNets, NIPS’16

graphwave

groupsc

gwl

Gromov-Wasserstein Learning for Graph Matching and Node Embedding

hnswlib

Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

hyperbolic_alignment

This repo contains a base implementation for aligning hyperbolic representations using an Optimal Transport-based approach.

hyperbolic_nn

Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112

hyperbolics

Hyperbolic Embeddings

hyperfuture

Code for the paper Learning the Predictability of the Future

icdm2015

3rd Prize In the ICDM 2015 Drawbridge Cross-Device Challenge

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

imgaug

Image augmentation for machine learning experiments.

impact-prediction

Predict author h-index and paper citation counts on the dataset underlying Semanic Scholar

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jdot

Joint distribution optimal transportation for domain adaptation

jmefairness

kaggle-web-traffic

1st place solution

kdd2022-fair-ranking-nsw

(KDD2022) Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking.

kenchi

A set of python modules for anomaly detection

kgreasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

learn-regex

Learn regex the easy way

learning-to-match

learning-to-match-via-inverse-optimal-transport