Ml Workspaceπ All-in-one web-based IDE specialized for machine learning and data science.
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Machine Learning With PythonPractice and tutorial-style notebooks covering wide variety of machine learning techniques
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Actionaicustom human activity recognition modules by pose estimation and cascaded inference using sklearn API
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HummingbirdHummingbird compiles trained ML models into tensor computation for faster inference.
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website-fingerprintingDeanonymizing Tor or VPN users with website fingerprinting and machine learning.
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lwprintfLightweight printf library optimized for embedded systems
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Sktime Dlsktime companion package for deep learning based on TensorFlow
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ICC-2019-WC-predictionPredicting the winner of 2019 cricket world cup using random forest algorithm
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TpotA Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
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Orange3π π π‘ Orange: Interactive data analysis
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Mljar SupervisedAutomated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning π
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Awesome Decision Tree PapersA collection of research papers on decision, classification and regression trees with implementations.
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go-ml-benchmarksβ± Benchmarks of machine learning inference for Go
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pigweedpigweed.dev
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LibonnxA lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.
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smartsiloHardware-integrated system composed by a desktop app and a Node.js server able to control an Arduino and manipulate the temperature of grains within storage silos
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arboretoA scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.
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CppflowRun TensorFlow models in C++ without installation and without Bazel
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embeddedmlNo description or website provided.
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FerretFerret is a free software lisp implementation for real time embedded control systems.
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NnomA higher-level Neural Network library for microcontrollers.
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NnpackAcceleration package for neural networks on multi-core CPUs
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XnnpackHigh-efficiency floating-point neural network inference operators for mobile, server, and Web
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linear-treeA python library to build Model Trees with Linear Models at the leaves.
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Adversarial Robustness ToolboxAdversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
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Igela delightful machine learning tool that allows you to train, test, and use models without writing code
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Real Time CppReal-Time C++ Companion Code
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Open Electronicsπ π» Great Resources for Electronics Enthusiasts
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Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-LearnFormed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently tβ¦
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U8g2U8glib library for monochrome displays, version 2
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libavrutilEasy to use, lightweight and unified library for performing common microcontroller tasks
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dlime experimentsIn this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).
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Embedded UKF LibraryA compact Unscented Kalman Filter (UKF) library for Teensy4/Arduino system (or any real time embedded system in general)
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forestErrorA Unified Framework for Random Forest Prediction Error Estimation
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LameUIA very lame UI library for embedded systems.
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uDevkit-SDKEmbedded systems SDK for Uniswarm boards and others (dsPIC33, dsPIC30, PIC24 and PIC32 compatible)
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open-electronicsπ π» Great Resources for Electronics Enthusiasts
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OnnxruntimeONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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DtreevizA python library for decision tree visualization and model interpretation.
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Hep mlMachine Learning for High Energy Physics.
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Machine Learning In RWorkshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
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Textfeaturesπ·ββοΈ A simple package for extracting useful features from character objects π·ββοΈ
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E BooksA collections of FREE ebooks
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LivianetThis repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
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Merlin.jlDeep Learning for Julia
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Onnxt5Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
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Autograd.jlJulia port of the Python autograd package.
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Enhancenet CodeEnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis (official repository)
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LacmusLacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
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Kitnet PyKitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.
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Benchm MlA minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
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