Data ScienceCollection of useful data science topics along with code and articles
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Stock Price PredictorThis project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
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SspipeSimple Smart Pipe: python productivity-tool for rapid data manipulation
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Pydataroadopen source for wechat-official-account (ID: PyDataLab)
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CoursesQuiz & Assignment of Coursera
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PynamicalPynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.
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TaTechnical Analysis Library using Pandas and Numpy
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Dtale DesktopBuild a data visualization dashboard with simple snippets of python code
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Baby Names AnalysisData ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.
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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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Data Science PortfolioPortfolio of data science projects completed by me for academic, self learning, and hobby purposes.
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Covid19 DashboardA site that displays up to date COVID-19 stats, powered by fastpages.
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Gwu data miningMaterials for GWU DNSC 6279 and DNSC 6290.
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MydatascienceportfolioApplying Data Science and Machine Learning to Solve Real World Business Problems
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datascienvdatascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries
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Datasist A Python library for easy data analysis, visualization, exploration and modeling
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Python Wechat Itchat微信机器人,基于Python itchat接口功能实例展示:01-itchat获取微信好友或者微信群分享文章、02-itchat获取微信公众号文章、03-itchat监听微信公众号发送的文章、04 itchat监听微信群或好友撤回的消息、05 itchat获得微信好友信息以及表图对比、06 python打印出微信被删除好友、07 itchat自动回复好友、08 itchat微信好友个性签名词云图、09 itchat微信好友性别比例、10 微信群或微信好友撤回消息拦截、11 itchat微信群或好友之间转发消息
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Mexican Government ReportText Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.
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Cookbook 2ndIPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
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Pandas ProfilingCreate HTML profiling reports from pandas DataFrame objects
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ArticlesA repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci
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Pytablewriterpytablewriter is a Python library to write a table in various formats: CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.
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Python BigdataData science and Big Data with Python
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KriskStatistical Interactive Visualization with pandas+Jupyter integration on top of Echarts.
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Cookbook 2nd CodeCode of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]
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100 Pandas Puzzles100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
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PandapyPandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
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Machine learning refinedNotes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
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Data Science On GcpSource code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
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LanternData exploration glue
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SweetvizVisualize and compare datasets, target values and associations, with one line of code.
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Machine Learningnotebooks with example for machine learning examples
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Pythondatarepo for code published on pythondata.com
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Python for mlbrief introduction to Python for machine learning
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PbpythonCode, Notebooks and Examples from Practical Business Python
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Abu阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构
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Ml CheatsheetA constantly updated python machine learning cheatsheet
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Data Science TypesMypy stubs, i.e., type information, for numpy, pandas and matplotlib
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CodeCompilation of R and Python programming codes on the Data Professor YouTube channel.
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Pandas VideosJupyter notebook and datasets from the pandas Q&A video series
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Numerical Linear AlgebraFree online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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25daysinmachinelearningI will update this repository to learn Machine learning with python with statistics content and materials
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