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clustering
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Statistical Machine Intelligence & Learning Engine
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Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
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Proto Actor - Ultra fast distributed actors for Go, C# and Java/Kotlin
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Marker Clustering plugin for Leaflet
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A high performance implementation of HDBSCAN clustering.
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Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
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Practice and tutorial-style notebooks covering wide variety of machine learning techniques
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Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
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General Assembly's 2015 Data Science course in Washington, DC
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Machine Learning in R
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A curated list of community detection research papers with implementations.
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This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.
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Automatic cluster formation/healing for Elixir applications
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Sep 30, 2020 - Elixir
A very fast geospatial point clustering library for browsers and Node.
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Easy Map Annotation Clustering 📍
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Nov 19, 2019 - Swift
Job scheduler and rate limiter, supports Clustering
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Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
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Proto Actor - Ultra fast distributed actors for Go, C# and Java/Kotlin
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andrewdalpino
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Jun 21, 2020
Easy clustering, registration, and distribution of worker processes for Erlang/Elixir
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MooseFS – Open Source, Petabyte, Fault-Tolerant, Highly Performing, Scalable Network Distributed File System
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A Julia machine learning framework
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annoviko
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Aug 27, 2020
Introduction
There is a discussion regarding to purity estimation - see #620 . In order to cover this proposal, V-Measure should be implemented.
References
Article: V-Measure: A conditional entropy-based external cluster evaluation measure. Andrew Rosenberg and Julia Hirschberg.
Description
The functionality should be implemented for Python and C++ version. The following names
Tribuo - A Java machine learning library
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In some cases, the default implementations are very inefficient (e.g.
Map.replaceAll
andforEach
fetching all entries and iterating over them locally). This was improved on member-side as the cluster version is available and in some cases we opted for using entry processors instead.On the client-side, the cluster version is not available which meant it ends up still using the default versi