Beyond Jupyter🐍💻📊 All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker" (incl. Slides, Video, Udemy MOOC & other References)
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Data science blogsA repository to keep track of all the code that I end up writing for my blog posts.
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Google2csvGoogle2Csv a simple google scraper that saves the results on a csv/xlsx/jsonl file
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DatacompyPandas and Spark DataFrame comparison for humans
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Jupyterlab LspCoding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
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CocalcCoCalc: Collaborative Calculation in the Cloud
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RowsA common, beautiful interface to tabular data, no matter the format
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Pytorch GatMy implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
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Nbstripoutstrip output from Jupyter and IPython notebooks
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Pyspark Setup DemoDemo of PySpark and Jupyter Notebook with the Jupyter Docker Stacks
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SkydetectorA Python implementation of Sky Region Detection in a Single Image for Autonomous Ground Robot Navigation (Shen and Wang, 2013)
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Thinkbayes2Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
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English synonyms antonyms listList of English synonyms and antonyms parsed from the public domain book of James C. Fernald, 1896
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Python for mlbrief introduction to Python for machine learning
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Ml Workspace🛠 All-in-one web-based IDE specialized for machine learning and data science.
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Dashboards[RETIRED] See Voilà as a supported replacement
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Spacy Course👩🏫 Advanced NLP with spaCy: A free online course
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Machine Learning With PythonPractice and tutorial-style notebooks covering wide variety of machine learning techniques
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QuiltQuilt is a self-organizing data hub for S3
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PraatscriptsThese are praat scripts I use in my research, implemented in parselmouth for python for use in binder
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GeemapA Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium
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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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RtimesR wrapper for NYTimes API for government data - ABANDONED
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TelepythTelegram notification with IPython magics.
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Pydata Pandas WorkshopMaterial for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request
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EtymapInteractive visualization of Wiktionary words and etymologies.
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Fecon235Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
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Nbviewernbconvert as a web service: Render Jupyter Notebooks as static web pages
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Ipynb QuicklookA Quick Look generator for Jupyter/IPython notebooks without further dependencies
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Awesome Newsroom TechList of newsrooms around the world that are using software engineering, data science, osint, and various tech to elevate reporting.
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Algorithm PlaygroundAn (old) and unstructured (messy tbh) collection of programming exercises.
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Nbconfluxnbconflux converts Jupyter Notebooks to Atlassian Confluence pages
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Locopylocopy: Loading/Unloading to Redshift and Snowflake using Python.
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Nbinclude.jlimport code from IJulia Jupyter notebooks into Julia programs
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AlmondA Scala kernel for Jupyter
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Sci PypeA Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.
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CodesearchnetDatasets, tools, and benchmarks for representation learning of code.
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Dl WorkshopMaster gradient-based machine learning. Also secretly a JAX course in disguise!
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PrmlPRML algorithms implemented in Python
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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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Are You Fake NewsBias detection in the news. Back and front end for areyoufakenews.com
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BinderhubRun your code in the cloud, with technology so advanced, it feels like magic!
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Andrew Ng NotesThis is Andrew NG Coursera Handwritten Notes.
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IpystataEnables the use of Stata together with Python via Jupyter (IPython) notebooks.
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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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Data Science Stack Cookiecutter🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)
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Py QuantmodPowerful financial charting library based on R's Quantmod | http://py-quantmod.readthedocs.io/en/latest/
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