jrzaurin

pytorch-widedeep

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

LightGBM-with-Focal-Loss

An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems

RecoTour

A tour through recommendation algorithms in python [IN PROGRESS]

Wide-and-Deep-Keras

Keras implementation of Tensorflow's Wide and Deep Algorithm

ml-pipeline

Using Kafka-Python to illustrate a ML production pipeline

tabulardl-benchmark

Benchmark tabular Deep Learning models against each other and other non-DL techniques

nlp-stuff

A bit of everything about text and nlp [IN PROGRESS]

neural_cf

Comparing keras, pytorch and gluon using neural collaborative filtering

infinitoml

pytorch-tutorial-pydata-cambridge

Content of the presentation at the PyData meetup in Cambridge

workshop_milan18

Mild introduction to computer vision and NLP with Keras

reinforcement-learning-kdd

saint

The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

ml-mix

A collection of random ML-related exercises for me to learn or try out stuff [IN PROGRESS]

asciidoctor-pdf

:page_with_curl: Asciidoctor PDF: A native PDF converter for AsciiDoc based on Asciidoctor and Prawn, written entirely in Ruby.

autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

automl_multimodal_benchmark

Repository for Multimodal AutoML Benchmark

elegy

Elegy is a framework-agnostic Trainer interface for the Jax ecosystem.

fastai

The fastai deep learning library

FlowAnalysis23Snaps

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

kdd-2018-hands-on-tutorials

KDD Hands-On Tutorial (2018)

KDD18-Gluon

KDD18 Tutorial: Deep Learning and Natural Language Processing with Apache MXNet (Incubating) Gluon

mlprod-recsys

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

rtdl-num-embeddings

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

simple_mf

Simple but Flexible Recommendation Engine in PyTorch

tab-transformer-pytorch

Implementation of TabTransformer, attention network for tabular data, in Pytorch