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dmtk

Microsoft Distributed Machine Learning Toolkit

ebkfs_ha

EBKFS HAUSAUFGABEN

edge

A Django project skeleton that is modern and cutting edge.

fas

Feature Selection

fastai

The fast.ai deep learning library, lessons, and tutorials

fselector

a Ruby gem for feature selection and ranking

gp2

ha1

haystack

:mag: Transformers at scale for question answering & neural search. Using NLP via a modular Retriever-Reader-Pipeline. Supporting DPR, Elasticsearch, HuggingFace's Modelhub...

hotelspamdetection

Project is to determine whether not only a given hotel review on a website is positive or negative, but if the review was genuine or if it was done by spam or a troll/bot. Purpose is to prevent hotels from artificially inflating their own value or to prevent hotels from being spammed by trolls. Algorithm to implement it was a CNN-LSTM network using feature sets from Doc2Vec, POS tags, dependency tags, and TF-IDF. Trained accuracy on validation set was 93.44%.

hub

A library for transfer learning by reusing parts of TensorFlow models.

ibmqx-backend-information

Information about the different backends on the IBM Q experience

jquery.fbmessenger

Fake Facebook Messenger interactions on an iPhone with a simple jQuery plugin!

keras

Deep Learning for humans

kind-pytorch-tutorial

Kind PyTorch Tutorial for beginners

labs

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

learning_to_retrieve_reasoning_paths

The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".

letor

letor-1

Linear regression - Learning to Rank using Microsoft LETOR 4.0 dataset

mmww

models

Models built with TensorFlow

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

neural-style

Torch implementation of neural style algorithm

neuralcoref

✨State-of-the-art coreference resolution based on neural nets and spaCy

nlp-datasets

A list of datasets/corpora for NLP tasks, in reverse chronological order.

nlp-notebooks

A collection of notebooks for Natural Language Processing from NLP Town

nn4nlp-code

Code Samples from Neural Networks for NLP

notebooks

Some sample IPython notebooks for scikit-learn

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

phptest