Data Analysis主要是爬虫与数据分析项目总结,外加建模与机器学习,模型的评估。
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tracemlEngine for ML/Data tracking, visualization, dashboards, and model UI for Polyaxon.
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ContextilyContext geo-tiles in Python
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AdjusttextA small library for automatically adjustment of text position in matplotlib plots to minimize overlaps.
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Machine Learningnotebooks with example for machine learning examples
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Storytelling With DataPlots from the book "Storytelling with data" implementation using Python and matplotlib
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Zhihu Spider一个获取知乎用户主页信息的多线程Python爬虫程序。
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Stats Maths With PythonGeneral statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
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Sigmoidal aiTutoriais de Python, Data Science, Machine Learning e Deep Learning - Sigmoidal
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GeopythonNotebooks and libraries for spatial/geo Python explorations
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Ds and ml projectsData Science & Machine Learning projects and tutorials in python from beginner to advanced level.
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DexplotSimple plotting library that wraps Matplotlib and integrated with DataFrames
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WindroseA Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution
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JoypyJoyplots in Python with matplotlib & pandas 📈
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ThesemicolonThis repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
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PythondatasciencehandbookThe book was written and tested with Python 3.5, though other Python versions (including Python 2.7) should work in nearly all cases.
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Coronavirus visualization and predictionThis repository tracks the spread of the novel coronavirus, also known as SARS-CoV-2. It is a contagious respiratory virus that first started in Wuhan in December 2019. On 2/11/2020, the disease is officially named COVID-19 by the World Health Organization.
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Covid19 DashboardA site that displays up to date COVID-19 stats, powered by fastpages.
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Audio Spectrum Analyzer In PythonA series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.
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Crime AnalysisAssociation Rule Mining from Spatial Data for Crime Analysis
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Matplotlib VennArea-weighted venn-diagrams for Python/matplotlib
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PyplotzA light weight wrapper for matplotlib users with Chinese characters supported
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trackanimationTrack Animation is a Python 2 and 3 library that provides an easy and user-adjustable way of creating visualizations from GPS data.
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Whotracks.meData from the largest and longest measurement of online tracking.
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QbstylesQuantumBlack Matplotlib styles
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Edavizedaviz - Python library for Exploratory Data Analysis and Visualization in Jupyter Notebook or Jupyter Lab
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Machine Learning With PythonPractice and tutorial-style notebooks covering wide variety of machine learning techniques
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SipmaskSipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
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Stock Market Analysis And PredictionStock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.
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Copy Paste AugCopy-paste augmentation for segmentation and detection tasks
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Nndl CodesSample Codes for NNDL
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Qutip NotebooksA collection of IPython notebooks using QuTiP: examples, tutorials, development test, etc.
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SmilecnnSmile detection with a deep convolutional neural net, with Keras.
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Fm tensorflowFactorization Machines implementation with Tensorflow
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Dat210xProgramming with Python for Data Science Microsoft
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Symbiflow Arch DefsFOSS architecture definitions of FPGA hardware useful for doing PnR device generation.
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WikidataintegratorA Wikidata Python module integrating the MediaWiki API and the Wikidata SPARQL endpoint
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Ipytracer 📊 Algorithm Visualizer for IPython/Jupyter Notebook
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Text AnalyticsUnstructured Data Analysis (Graduate) @Korea University
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Generative adversarial networks 101Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
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