Kaggle CompetitionsThere are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
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MetriculousMeasure and visualize machine learning model performance without the usual boilerplate.
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Leaflet GpsSimple leaflet control plugin for tracking gps position
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Rpi Can LoggerProject to log CAN bus data from a PiCAN2 and a GPS module
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FrostnetFrostNet: Towards Quantization-Aware Network Architecture Search
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Graph 2d cnnCode and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')
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Meshtastic DeviceDevice code for the Meshtastic ski/hike/fly/customizable open GPS radio
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MicronmeaA compact Arduino library to parse NMEA sentences.
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Caffe ModelCaffe models (including classification, detection and segmentation) and deploy files for famouse networks
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Weka JrubyMachine Learning & Data Mining with JRuby
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TabiBGP Hijack Detection
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AprsPython APRS Module
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Raster VisionAn open source framework for deep learning on satellite and aerial imagery.
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PointcnnPointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
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DatasetCrop/Weed Field Image Dataset
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LibgpsUART NMEA GPS library for Raspberry Pi
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Python HaystackProcess heap analysis framework - Windows/Linux - record type inference and forensics
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Vehicle counting hog svmVehicle detection, tracking and counting by SVM is trained with HOG features using OpenCV on c++.
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IndoorgpsPosition Calculating with Trilateration via Bluetooth Beacons(Estimote)
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Sh Exec💻 Use `Template literals` write shell script made happy ❤️.
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Pytorch Classification UncertaintyThis repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
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AshpyTensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.
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Deep Kernel GpDeep Kernel Learning. Gaussian Process Regression where the input is a neural network mapping of x that maximizes the marginal likelihood
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Find Processfind process by port/pid/name etc.
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Universal Data ToolCollaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
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Node Process ListCross-platform native method to receive the list of the launched processes
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Pointclouddatasets3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.
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TextclassificationAll kinds of neural text classifiers implemented by Keras
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ThundersvmThunderSVM: A Fast SVM Library on GPUs and CPUs
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Php MlPHP-ML - Machine Learning library for PHP
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Gd UapGeneralized Data-free Universal Adversarial Perturbations
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PhpgpxSimple library for reading and creating GPX files written in PHP.
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La3dmLearning-aided 3D mapping
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Malware ClassificationTowards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
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RelieveEase the implementation of multi processing accross your microservices
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Gpslogger📡 Lightweight GPS Logging Application For Android.
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SpmA process manager similar to systemd and foreman with stop feature, written in Go.
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Yolo tensorflow🚖 Object Detection (YOLOv1) implentation in tensorflow, with training, testing and video features.
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MlboxMLBox is a powerful Automated Machine Learning python library.
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LocationSmartphone navigation positionning, fusion GPS and IMU sensors.
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TempoA Kotlin library for Android to get the current time from multiple sources: SNTP, GPS; or your own time source.
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P5.geolocationa geolocation and geofencing library for p5.js
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Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
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TgcontestTelegram Data Clustering contest solution by Mindful Squirrel
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Small norbPython wrapper to small NORB dataset
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Advanced Php最近打算写一些php一些偏微妙的教程,比如关于多进程、socket等相关,都是自己的一些感悟心得
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Kaggle RsnaDeep Learning for Automatic Pneumonia Detection, RSNA challenge
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Ts EmoThis repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
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Chemometricstools.jlA collection of tools for chemometrics and machine learning written in Julia.
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