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Wolfgang Steitz's starred repositories

tensorflow-export-import-example

example code that shows how to export a model in Python and import that model in Go

Language:PythonMIT2400

sktime

A unified framework for machine learning with time series

Language:PythonBSD-3-Clause783600

RPi-Jukebox-RFID

A Raspberry Pi jukebox, playing local music, podcasts, web radio and streams triggered by RFID cards, web app or home automation. All plug and play via USB. GPIO scripts available.

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LASER

Language-Agnostic SEntence Representations

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sklearn-expertsys

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

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modin

Modin: Scale your Pandas workflows by changing a single line of code

Language:PythonApache-2.0984800

fastFM

fastFM: A Library for Factorization Machines

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spotr

Launch, snapshot and destroy AWS spot instances

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StarSpace

Learning embeddings for classification, retrieval and ranking.

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A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Language:PythonApache-2.0804900

umap

Uniform Manifold Approximation and Projection

Language:PythonBSD-3-Clause740300

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

Language:PythonBSD-3-Clause273900

heamy

A set of useful tools for competitive data science.

Language:PythonMIT55100

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

Language:PythonMIT242700

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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tsfresh

Automatic extraction of relevant features from time series:

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rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

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sovereign

A set of Ansible playbooks to build and maintain your own private cloud: email, calendar, contacts, file sync, IRC bouncer, VPN, and more.

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awesome-selfhosted

A list of Free Software network services and web applications which can be hosted on your own servers

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xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Language:C++Apache-2.02618800

feather

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

Language:JavaScriptApache-2.0274000

crossfolium

A plugin to add crossfilters in folium

Language:PythonMIT1000

arrow

Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

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vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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skflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

Language:PythonApache-2.0318100

tensorflow

An Open Source Machine Learning Framework for Everyone

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keras

Deep Learning for humans

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ibis

the portable Python dataframe library

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hubicfuse

Support for mounting HubiC drive in GNU/Linux

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wsteitz