Amazing Feature EngineeringFeature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
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PyradiomicsOpen-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics
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DeltapyDeltaPy - Tabular Data Augmentation (by @firmai)
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ImageclassificationDeep Learning: Image classification, feature visualization and transfer learning with Keras
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LfortranOfficial mirror of https://gitlab.com/lfortran/lfortran. Please submit pull requests (PR) there. Any PR sent here will be closed automatically.
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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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Deepsvg[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
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NlpythonThis repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
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Machine Learning Workflow With PythonThis is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation
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TsfreshAutomatic extraction of relevant features from time series:
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SwipeablecardA simple implementation of swipe card like StreetView
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Step By Step Neural Networkstep-by-step, implement a neural network with python and numpy to recognize handwritten number
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Morph Bottom NavigationThis library represents a Bottom Navigation with an awesome morph effect on top of the selected item
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Modelarts LabModelArts-Lab是示例代码库。更多AI开发学习交流信息,请访问华为云AI开发者社区:huaweicloud.ai
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Jupyterlab LspCoding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
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Gutenburg nlpA hypothetical proof-of-concept book recommendation system for Project Gutenberg, using Natural Language Processing.
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Deep Image PriorImage restoration with neural networks but without learning.
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Python tutorialsPython tutorials in both Jupyter Notebook and youtube format.
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Gan stabilityCode for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"
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Earthengine Py NotebooksA collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
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BordercrossingGalvanize Capstone Project - Forecasting Wait Times at the US/Canada Border
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VlanyLinux LD_PRELOAD rootkit (x86 and x86_64 architectures)
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Qmcs.github.ioEECS Society. Queen Mary University of London
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Deep Learning Time SeriesList of papers, code and experiments using deep learning for time series forecasting
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Pms Swp 2016Υλικό για το μεταπτυχιακό μάθημα "Προγραμματισμός Σημασιολογικού Ιστού"
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M3u8Parser and generator of M3U8-playlists for Apple HLS. Library for Go language. 🎦
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MeydaAudio feature extraction for JavaScript.
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Nlp In PracticeStarter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
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Machine Learning Project WalkthroughAn implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
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CollaborationRepo for collaborating on documents
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AdvertorchA Toolbox for Adversarial Robustness Research
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Python miscCollection of Misc. Python Files
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Covid CtCOVID-CT-Dataset: A CT Scan Dataset about COVID-19
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Slim.jsFast & Robust Front-End Micro-framework based on modern standards
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Zlib Ngzlib replacement with optimizations for "next generation" systems.
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Pconv KerasUnofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
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YasumiThe easy PHP Library for calculating holidays
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Intro2statsIntroduction to Statistics using Python
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Ml BasicsExercise notebooks for Machine Learning modules on Microsoft Learn
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EtlEmbedded Template Library
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Bda py demosBayesian Data Analysis demos for Python
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CupCUP, common useful python-lib. (Currently, Most popular python lib in baidu)
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DevtoolsThe Hoa\Devtools library.
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