Solomon's repositories

anomaly-detection

Python implementation of anomaly detection using the multivariate gaussian distribution

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recommender

A simple recommendation system using matrix factorization in python

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Spotify

Spotify playlist popularity prediction

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Advanced-Machine-Learning

Machine Learning classifiers and examples from the graduate class at Stony Brook with Prof. Leman Akoglu. Adaboost, EM, HMM, KNN, Naive Bayes vs. Logistic Regression.

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algorithms

Minimal examples of data structures and algorithms in Python

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Awesome-Deep-Learning-Resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

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climate-change-mitigation

Using computer science to mitigate climate change: lists of topics, conferences, etc.

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Coursera-Machine-Learning

Coursera Machine Learning - Python code

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deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

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DeepLogo

A brand logo recognition system using deep convolutional neural networks.

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DPG

Downhole permanent gauge

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fifa

Exploring FIFA World cup Statistics

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gpss17

Gaussian Process and Uncertainty Quantification Summer School 2017

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How-to-configure-SSL-for-FileBeat-and-Logstash-step-by-step

How to configure SSL for FileBeat and Logstash step by step (Create CA, CSRs, Certificates, etc)

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machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

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Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

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ML-From-Scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

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pycon2017_crypto_tutorial

Applied Modern Cryptography in Python (PyCon 2017)

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PySonar

Decentralized Machine Learning Client

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PySyft

Encrypted Deep Learning Library

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python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

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RoboCar

Code/scripts for a machine learning based self driving (toy) car

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RoboticsND

Notes and projects from the Udacity Robotics Nanodegree.

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Roland_Robot

Branch from Lukas' robot project to build a smart home assistant

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tensorflow

Computation using data flow graphs for scalable machine learning

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TopDeepLearning

A list of popular github projects related to deep learning

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visual-vocabulary

Small examples of data driven graphics -- to be used as starting points.

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