Philip's starred repositories

recordlinkage

A powerful and modular toolkit for record linkage and duplicate detection in Python

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aws-sdk-pandas

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

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lint-configs

Lint configs for different tools (flake8, pylint, etc.) used by StackStorm projects / repositories.

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YouCompleteMe

A code-completion engine for Vim

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coc.nvim

Nodejs extension host for vim & neovim, load extensions like VSCode and host language servers.

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pylint

It's not just a linter that annoys you!

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cookiecutter-docker-science

Cookiecutter template for data scientists working with Docker containers

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RNN-for-Time-Series

Recurrent neural network (RNN) methods for time series forecasting

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DeepLearningForTimeSeriesForecasting

A tutorial demonstrating how to implement deep learning models for time series forecasting

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talos

Hyperparameter Experiments with TensorFlow and Keras

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TSPred

TSPred Package for R : Framework for Nonstationary Time Series Prediction

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dain

Deep Adaptive Input Normalization for Time Series Forecasting

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pyhht

Python toolbox for the Hilbert-Huang transform

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dateutil

Useful extensions to the standard Python datetime features

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pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

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tslearn

The machine learning toolkit for time series analysis in Python

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prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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seglearn

Python module for machine learning time series:

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dl-4-tsc

Deep Learning for Time Series Classification

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gluonts

Probabilistic time series modeling in Python

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antipatterns

A list of random antipatterns

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great_expectations

Always know what to expect from your data.

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pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

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pdpipe

Easy pipelines for pandas DataFrames.

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java-string-similarity

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

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python-string-similarity

A library implementing different string similarity and distance measures using Python.

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jellyfish

🪼 a python library for doing approximate and phonetic matching of strings.

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Levenshtein

A Blazingly Fast Damerau–Levenshtein Edit Distance Function (UDF) for MySQL

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pyxDamerauLevenshtein

pyxDamerauLevenshtein implements the Damerau-Levenshtein (DL) edit distance algorithm for Python in Cython for high performance.

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