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www.mlcompendium.com

The Machine Learning & Deep Learning Compendium is an open knowledge-sharing project compiled using Gitbook.

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gitbook-demo

A GitBook about creating a GitBook for teaching

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MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

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NLP

nlp releated notebooks

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KernelAlgorithms

A comparison of non vs kernel algorithms, such as KDE, PCA, SVM, Kmeans

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ActiveLearningFrameworkTutorial

An active learning framework, using interchangeable algorithms and sample selection functions, including experimental results on a toy data-set.

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SpacyVsStanfordNER

A named-entity-recognition comparison between Spacy and Stanford NER using all US cities.

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DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

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Neural-Sentiment-Analyzer-for-Modern-Hebrew

Neural Sentiment Analyzer for Modern Hebrew

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nlp_crash_course

Learning and practicing NLP with Deep Learning

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awesome-2vec

Curated list of 2vec-type embedding models

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Gospel-of-Health-Notebooks

Notebooks for A Gospel of Health and Salvation

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SVMLight_SVM2Weights

converts SVM Light's model to weights.

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UnitTestAndDecoratorLogger

Unit test and logging example for research purposes on a classification problem using the MNIST data-set

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PCAvsAutoencoder

A comparison of PCA & Autoencoder (linear & non linear) in terms of dense features and clustering results.

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embedder

Embed categorical variables via neural networks.

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deepdish

Flexible HDF5 saving/loading and other data science tools from the University of Chicago

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deep-image-prior

Image restoration with neural networks but without learning.

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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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Brain-Voyant

A tool for classifying brain patterns from fMRI RAW DICOM data in real-time (and offline) based on machine learning methods.

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gensim

Topic Modelling for Humans

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relativity

Relativity was a disk-magazine created for the PC MS-DOS operating system and published in 1997-1998. This repository contains of the source for each issue and is placed online for historical context and the curious coder.

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Algoritmi

Appunti, esami e materiale di Algoritmi e Strutture dati

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imdbpy

IMDbPY is a Python package useful to retrieve and manage the data of the IMDb movie database about movies, people, characters and companies. This is a git clone of the official Mercurial repository.

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shogun

The Shogun Machine Learning Toolbox (Source Code)

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