Package: python3-thinc (6.12.1-1)

[ Source: python-thinc  ]

Practical Machine Learning for NLP in Python

Thinc is the machine learning library powering spaCy <https://spacy.io>. It features a battle-tested linear model designed for large sparse learning problems, and a flexible neural network model under development for spaCy v2.0 <https://spacy.io/usage/v2>.

Thinc is a practical toolkit for implementing models that follow the "Embed, encode, attend, predict" architecture. It's designed to be easy to install, efficient for CPU usage and optimised for NLP and deep learning with text – in particular, hierarchically structured input and variable-length sequences.

Other Packages Related to python3-thinc

• dep: cython3

  C-Extensions for Python 3

• dep: libc6 (>= 2.27)

  GNU C Library: Shared libraries
  also a virtual package provided by libc6-udeb

• dep: libgcc1 (>= 1:3.5)

  GCC support library

• dep: libstdc++6 (>= 5.2)

  GNU Standard C++ Library v3

• dep: python3

  interactive high-level object-oriented language (default python3 version)

  dep: python3 (<< 3.8)

  dep: python3 (>= 3.6~)

• dep: python3-cymem

  cython memory pool for RAII-style memory management

• dep: python3-cytoolz

  Toolz in Cython: High performance functional utilities

• dep: python3-dill

  Serialize all of Python 3 (almost)

• dep: python3-hypothesis

  advanced Quickcheck style testing library for Python 3

• dep: python3-mock

  Mocking and Testing Library (Python3 version)

• dep: python3-msgpack

  Python 3 implementation of MessagePack format

• dep: python3-msgpack-numpy

  serialize numpy arrays using msgpack

• dep: python3-murmurhash

  Cython bindings for MurmurHash2

• dep: python3-numpy

  Fast array facility to the Python 3 language

• dep: python3-plac

  Smartest command line arguments parser in the world

• dep: python3-preshed

  Cython Hash Table for Pre-Hashed Keys

• dep: python3-pytest

  Simple, powerful testing in Python3

• dep: python3-six (<< 2.0.0)

  Python 2 and 3 compatibility library (Python 3 interface)

  dep: python3-six (>= 1.10.0)

• dep: python3-tqdm

  fast, extensible progress bar for Python 3 and CLI tool

• dep: python3-wrapt

  decorators, wrappers and monkey patching. - Python 3.x

Download python3-thinc

Download for all available architectures

Architecture	Package Size	Installed Size	Files
armhf	987.1 kB	11,330.0 kB	[list of files]