jrzaurin Goto Github PK

ml-pipeline

Using Kafka-Python to illustrate a ML production pipeline

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

mlprod-recsys

neural_cf

Comparing keras, pytorch and gluon using neural collaborative filtering

nlp-stuff

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

pollutionapp

practicalml

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorch-lightning

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

pytorch-tutorial-pydata-cambridge

Content of the presentation at the PyData meetup in Cambridge

pytorch-widedeep

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

recotour

A tour through recommendation algorithms in python [IN PROGRESS]

regression_models

reinforcement-learning-kdd

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

rnn_character_tagging

Tagging text at character level with RNNs using Keras and Pytorch

saint

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

samsungdata

shoe-shape-classifier

Using the shape context algorithm to classify shoe shapes

simple_mf

Simple but Flexible Recommendation Engine in PyTorch

solarized

precision color scheme for multiple applications (terminal, vim, etc.) with both dark/light modes

tab-transformer-pytorch

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

tabnet

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

tabulardl-benchmark

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

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-livelessons

"Deep Learning with TensorFlow" LiveLessons

tfidf-searcher

Simple tf-idf searcher in R

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

topic_modelling_and_self_organizing_maps

Topic modelling (Latent Dirichlet Allocation) and Self Organizing Maps (in python and R)