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Vowpal_wabbit Alternatives
Similar projects and alternatives to vowpal_wabbit
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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
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catboost
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.
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Sonar
Write Clean C++ Code. Always.. Sonar helps you commit clean C++ code every time. With over 550 unique rules to find C++ bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Recommender
A C library for product recommendations/suggestions using collaborative filtering (CF)
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countwords
Playing with counting word frequencies (and performance) in various languages.
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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CCV
C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library
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mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
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napkinXC
Extremely simple and fast extreme multi-class and multi-label classifiers.
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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. (by HollowMan6)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better vowpal_wabbit alternative or higher similarity.
vowpal_wabbit reviews and mentions
Posts with mentions or reviews of vowpal_wabbit.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-08-13.
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Microsoft Reinforcement Learning Open Source Fest 2022 – Native CSV Parser
My project here at the Reinforcement Learning Open Source Fest 2022 is to add the native CSV parsing feature for the Vowpal Wabbit.
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Predicting numerical values to a very high accuracy
If you only have 198 possible values then extreme multiclass models might benefit here with better precision and faster convergence. For example probabilistic label trees might have some relevance. Vowpal Wabbit also has specific reductions for extreme multi class problems. Might be worth a try if other alternatives still don't work out.
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Performance comparison: counting words in Python, Go, C++, C, AWK, Forth, and Rust
You're likely correct, but I do recall attending a lecture by John Langford of https://vowpalwabbit.org/ running some form of an N-gram C++ based NLP model, including summary statistics on performance, in less time than wc -l took on the same data. Must have some neat hashing tricks, but still was cool
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A note from our sponsor - Sonar
www.sonarsource.com | 4 Feb 2023
Stats
Basic vowpal_wabbit repo stats
10
8,112
9.8
2 days ago
VowpalWabbit/vowpal_wabbit is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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