talkbox is a scikit for signal/speech processing, to extend scipy capabilities in that domain. See INSTALL.txt for installation instruction. The goal is to provide some functionalities found in matlab signal toolbox, as well as other features not found in matlab for speech processing. In particular, we intend to implement the following: - parametric and non parametric spectral estimation: ar, periodogram, MUSIC, PENCIL, etc... - lpc estimation - Discrete Cosine Transform, Modified Discrete Cosine Transform - basic speech-related features: mfcc, mel filtering, etc... One perticular feature of talkbox is that every algorithm will have a 100% python implementation for educational purpose; some implementations will also be in C, but there alway will be a python reference implementation. talkbox is licensed under a very liberal, BSD-based license, for use in both open-source and proprietary softwares.
talkbox is a scikit for signal/speech processing, to extend scipy capabilities in that domain.
Overview
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Karate Club is an unsupervised machine learning extension library for NetworkX. Please look at the Documentation, relevant Paper, Promo Video, and Ext
MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.
MetPy MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data. MetPy follows semantic versioni
A stock analysis app with streamlit
StockAnalysisApp A stock analysis app with streamlit. You select the ticker of the stock and the app makes a series of analysis by using the price cha
Driver Analysis with Factors and Forests: An Automated Data Science Tool using Python
Driver Analysis with Factors and Forests: An Automated Data Science Tool using Python š
LynxKite: a complete graph data science platform for very large graphs and other datasets.
LynxKite is a complete graph data science platform for very large graphs and other datasets. It seamlessly combines the benefits of a friendly graphical interface and a powerful Python API.
Python Project on Pro Data Analysis Track
Udacity-BikeShare-Project: Python Project on Pro Data Analysis Track Basic Data Exploration with pandas on Bikeshare Data Basic Udacity project using
4CAT: Capture and Analysis Toolkit
4CAT: Capture and Analysis Toolkit 4CAT is a research tool that can be used to analyse and process data from online social platforms. Its goal is to m
Ejercicios Panda usando Pandas
Readme Below we add configuration details to locally test your application To co
A simple and efficient tool to parallelize Pandas operations on all availableĀ CPUs
PandaralĀ·lel Without parallelization With parallelization Installation $ pip install pandarallel [--upgrade] [--user] Requirements On Windows, Pandara
Visions provides an extensible suite of tools to support common data analysis operations
Visions And these visions of data types, they kept us up past the dawn. Visions provides an extensible suite of tools to support common data analysis
PyNHD is a part of HyRiver software stack that is designed to aid in watershed analysis through web services.
A part of HyRiver software stack that provides access to NHD+ V2 data through NLDI and WaterData web services
Open-source Laplacian Eigenmaps for dimensionality reduction of large data in python.
Fast Laplacian Eigenmaps in python Open-source Laplacian Eigenmaps for dimensionality reduction of large data in python. Comes with an wrapper for NMS
Finding project directories in Python (data science) projects, just like there R rprojroot and here packages
Find relative paths from a project root directory Finding project directories in Python (data science) projects, just like there R here and rprojroot
Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code
Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rather
Elementary is an open-source data reliability framework for modern data teams. The first module of the framework is data lineage.
Data lineage made simple, reliable, and automated. Effortlessly track the flow of data, understand dependencies and analyze impact. Features Visualiza
A collection of robust and fast processing tools for parsing and analyzing web archive data.
ChatNoir Resiliparse A collection of robust and fast processing tools for parsing and analyzing web archive data. Resiliparse is part of the ChatNoir
Data Intelligence Applications - Online Product Advertising and Pricing with Context Generation
Data Intelligence Applications - Online Product Advertising and Pricing with Context Generation Overview Consider the scenario in which advertisement
scikit-survival is a Python module for survival analysis built on top of scikit-learn.
scikit-survival scikit-survival is a Python module for survival analysis built on top of scikit-learn. It allows doing survival analysis while utilizi
An easy-to-use feature store
A feature store is a data storage system for data science and machine-learning. It can store raw data and also transformed features, which can be fed straight into an ML model or training script.
A data analysis using python and pandas to showcase trends in school performance.
A data analysis using python and pandas to showcase trends in school performance. A data analysis to showcase trends in school performance using Panda