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3 642 entries

Clever Algorithms For Machine Learning

machinelearningmastery.com

CORElearn - CORElearn: Classification, regression, feature evaluation and ordinal evaluation.

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caret

topepo.github.io

Classification and Regression Training: Unified interface to ~150 ML algorithms in R.

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SciRuby

sciruby.com

Glean - A data management tool for humans. [Deprecated]

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Raspell

sourceforge.net

raspell is an interface binding for ruby. [Deprecated]

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CodeFlash.AI

codeflash.ai

CodeFlash.AI – Ship Blazing-Fast Python Code, Every Time.

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Spinning Up

spinningup.openai.com

An educational resource designed to let anyone learn to become a skilled practitioner in deep reinforcement learning

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acme

deepmind.com

An Open Source Distributed Framework for Reinforcement Learning that makes build and train your agents easily.

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Flower

flower.dev

A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.

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Practical XGBoost in Python

parrotprediction.teachable.com

comprehensive online course about using XGBoost in Python.

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Course for Python programming for the Humanities, assuming no prior knowledge. Heavy focus on text processing / NLP.

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Ruffus

ruffus.org.uk

Computation Pipeline library for python.

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Seaborn

seaborn.pydata.org

A python visualization library based on matplotlib.

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pygal

pygal.org

A Python SVG Charts Creator.

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matplotlib

matplotlib.org

A Python 2D plotting library.

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astropy

astropy.org

A community Python library for Astronomy.

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PyDy

pydy.org

Short for Python Dynamics, used to assist with workflow in the modelling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.

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Pandas

pandas.pydata.org

A library providing high-performance, easy-to-use data structures and data analysis tools.

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Numba

numba.pydata.org

Python JIT (just in time) compiler to LLVM aimed at scientific Python by the developers of Cython and NumPy.

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NumPy

numpy.org

A fundamental package for scientific computing with Python.

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SciPy

scipy.org

A Python-based ecosystem of open-source software for mathematics, science, and engineering.

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Cartopy

scitools.org.uk

Cartopy is a Python package designed for geospatial data processing in order to produce maps and other geospatial data analyses.

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Edward

edwardlib.org

A library for probabilistic modelling, inference, and criticism. Built on top of TensorFlow.

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Orange

orange.biolab.si

Open source data visualization and data analysis for novices and experts.

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imbalanced-learn

imbalanced-learn.org

Python module to perform under sampling and oversampling with various techniques.

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LightFM

making.lyst.com

A Python implementation of a number of popular recommendation algorithms for both implicit and explicit feedback.

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implicit

implicit.readthedocs.io

Fast Python Collaborative Filtering for Implicit Datasets.

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Surprise

surpriselib.com

A scikit for building and analyzing recommender systems.

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tweetopic

centre-for-humanities-computing.github.io

Blazing fast short-text-topic-modelling for Python.

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prophet

facebook.github.io

Fast and automated time series forecasting framework by Facebook.

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BigML

bigml.com

A library that contacts external servers.

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graphlab-create

turi.com

A library with various machine learning models (regression, clustering, recommender systems, graph analytics, etc.) implemented on top of a disk-backed DataFrame.

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astroML

astroml.org

Machine Learning and Data Mining for Astronomy.

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Towhee

towhee.io

A Python module that encode unstructured data into embeddings.

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Apache SINGA

singa.apache.org

An Apache Incubating project for developing an open source machine learning library.

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editdistance

pypi.org

fast implementation of edit distance.

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BLLIP Parser

pypi.org

Python bindings for the BLLIP Natural Language Parser (also known as the Charniak-Johnson parser). [Deprecated]

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KoNLPy

konlpy.org

A Python package for Korean natural language processing.

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TextBlob

textblob.readthedocs.io

Providing a consistent API for diving into common natural language processing (NLP) tasks. Stands on the giant shoulders of NLTK and Pattern, and plays nicely with both.

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NLTK

nltk.org

A leading platform for building Python programs to work with human language data.

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OpenVisionAPI

github.com

Open source computer vision API based on open source models.

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Self-supervised learning

pytorch-lightning-bolts.readthedocs.io

neural-style-pt - A PyTorch implementation of Justin Johnson's neural-style (neural style transfer).

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Gempix2

gempix2.site

Free production platform for text-to-image generation using Nano Banana V2 model.

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OpenFace

cmusatyalab.github.io

Free and open source face recognition with deep neural networks.

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SimpleCV

simplecv.org

An open source computer vision framework that gives access to several high-powered computer vision libraries, such as OpenCV. Written on Python and runs on Mac, Windows, and Ubuntu Linux.

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Rubix ML

github.com

A high-level machine learning (ML) library that lets you build programs that learn from data using the PHP language.

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PHP-ML

gitlab.com

Machine Learning library for PHP. Algorithms, Cross Validation, Neural Network, Preprocessing, Feature Extraction and much more in one library.

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