mwydmuch

extremeText

Library for fast text representation and extreme classification.

ZoomVideoComposer

Pyhton script for generating zoom in/out videos from a set of images

napkinXC

Extremely simple and fast extreme multi-class and multi-label classifiers.

datasets4vw

Multiclass and multilabel datasets in Vowpal Wabbit format

extweme_wabbit

Extweme Wabbit implements Probabilistic Label Tree (PLT) algorithm for extreme multi-label classification in Vowpal Wabbit

PyOblige

PyOblige is Python wrapper for OBLIGE - random level generator for Doom

datasets4fastText

Multiclass and multilabel datasets in fastText format

send_emails.py

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

mwydmuch.github.io

ViZDoomWinDepBin

Binary dependencies of ViZDoom Windows version.

xCOLUMNs

Consistent Optimization of Label-wise Utilities in Multi-label classificatioN

conference2024.mlinpl.org

dismec

This repository contains the code from the paper DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification

faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

missing-labels-long-tails-and-propensities-in-xmlc

napkinXC-demo-Prosus-Global-AI-Marketplace

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

pecos

PECOS - Prediction for Enormous and Correlated Spaces

proxml

C++ implementation of ProXML for Extreme Multi-label Classification

pyhunspell

Python bindings for the Hunspell spellchecker engine

rerank-XML

rocks

Rocks for torch

stable-retro

Retro games for Reinforcement Learning

swift-coreml-transformers

Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!

torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

v130

Proceedings of AISTATS 2021

ViZDoomWADs

Collection of WAD files for ViZDoom.

ViZDoomWinDepBin2