Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

Sparkstreaming Network Anomaly Detection

This repository includes supervised and unsupervised machine learning methods which are used to detect anomalies on network datasets. Decision Tree, Random Forest, Gradient Boost Tree, Naive Bayes, and Logistic Regression were used for supervised learning. K-Means was used for unsupervised learning.
Alternatives To Sparkstreaming Network Anomaly Detection
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Xgboost25,253pypi xgboost} Downloads7969723 months ago79November 13, 2023412apache-2.0C++
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
Catboost7,564123 months ago20September 19, 2023539apache-2.0Python
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.
Scikit Optimize2,700pypi scikit-optimize} Downloads801913 months ago19October 12, 2021320bsd-3-clausePython
Sequential model-based optimization with a `scipy.optimize` interface
Ngboost1,543pypi ngboost} Downloads143 months ago27November 01, 202347apache-2.0Python
Natural Gradient Boosting for Probabilistic Prediction
Grenade1,430
35 months ago1April 12, 201723bsd-2-clauseHaskell
Deep Learning in Haskell
Zygote.jl1,415
3 months ago418otherJulia
21st century AD
Enzyme1,142
a month ago137otherLLVM
High-performance automatic differentiation of LLVM and MLIR.
Gradient Free Optimizers1,072pypi gradient-free-optimizers} Downloads74 months ago45December 29, 20227mitPython
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
Keract1,030
5 months ago2mitPython
Layers Outputs and Gradients in Keras. Made easy.
Tf Explain934pypi tf-explain} Downloads172 years ago8November 18, 202141mitPython
Interpretability Methods for tf.keras models with Tensorflow 2.x
Alternatives To Sparkstreaming Network Anomaly Detection
Select To Compare
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19most recent commit 3 months agopypi scikit-optimize} Downloads
Ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 14total releases 27most recent commit 3 months agopypi ngboost} Downloads
Grenade ⭐ 1,430
Deep Learning in Haskell
total releases 1most recent commit 5 months ago
Zygote.jl ⭐ 1,415
21st century AD
most recent commit 3 months ago
Tf Explain ⭐ 934
Interpretability Methods for tf.keras models with Tensorflow 2.x
dependent packages 7total releases 8most recent commit 2 years agopypi tf-explain} Downloads


Suggest An Alternative To SparkStreaming-Network-Anomaly-Detection
Alternative Project Comparisons
Sparkstreaming Network Anomaly Detection vs Xgboost
Sparkstreaming Network Anomaly Detection vs Catboost
Sparkstreaming Network Anomaly Detection vs Scikit Optimize
Sparkstreaming Network Anomaly Detection vs Ngboost
Sparkstreaming Network Anomaly Detection vs Grenade
Sparkstreaming Network Anomaly Detection vs Zygote.jl
Sparkstreaming Network Anomaly Detection vs Enzyme
Sparkstreaming Network Anomaly Detection vs Gradient Free Optimizers
Sparkstreaming Network Anomaly Detection vs Keract
Sparkstreaming Network Anomaly Detection vs Tf Explain
Popular Gradient Projects
Nivo ⭐ 12,305
nivo provides a rich set of dataviz components, built on top of the awesome d3 and React libraries
dependent packages 204total releases 71latest release November 20, 2023most recent commit 3 months agonpm @nivo/core} Downloads
Popular Machine Learning Projects
Tensorflow ⭐ 180,196
An Open Source Machine Learning Framework for Everyone
dependent packages 78total releases 46latest release October 23, 2019most recent commit 3 months ago
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 15 days agopypi transformers} Downloads
Pytorch ⭐ 74,794
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 8,272total releases 39latest release November 15, 2023most recent commit 3 months agopypi torch} Downloads
Popular User Interface Components Categories
Graph
Table
Form
Icon
Button
Card
Chart
Menu
Slides
Tabs
Related Searches
Jupyter Notebook Machine Learning
Jupyter Notebook Classification
Machine Learning Classification
Jupyter Notebook Gradient
Jupyter Notebook Anomaly
Machine Learning Gradient
Jupyter Notebook Unsupervised Learning
Jupyter Notebook Anomaly Detection
Jupyter Notebook Supervised Learning
Machine Learning Anomaly Detection

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Jupyter Notebook
Machine Learning
Classification
Streaming
Gradient
Anomaly Detection
Unsupervised Learning
Supervised Learning
Spark Streaming
Intrusion Detection
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.