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996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

adabound

An optimizer that trains as fast as Adam and as good as SGD.

adagrad

A simple implementation of adagrad

backup-openbilibili-go-common

2019年4-22日-bilibili-干杯站后端源码（原包删除前最后一版170M）

book-of-qna-code

code collections for the book of qna

deepnl

Deep Learning for Natural Language Processing

glove

GloVe model for distributed word representation

glove-1

Toy Implementation of GloVe in Python

glove-2

:earth_americas: Compute Glove vectors using a co-occurence matrix

glove-as-a-tensorflow-embedding-layer

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

glove-nlp

Working GloVe implementation with AdaGrad gradient descent in pure python and numpy and ~100 lines of code.

glove-numpy

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

glove.py

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes

go-bilibili

jannlp

japanese-word2vec-model-builder

A tool for building gensim word2vec model for Japanese.

mittens

A fast implementation of GloVe, with optional retrofitting

models

Pre-trained and Reproduced Deep Learning Models （经典复现模型）

ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

openbilibili-go-common

嘘，不要问！我也不清楚这些是啥…

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pydsm

A Python framework for exploring distributional semantic models.

python

All Algorithms implemented in Python

python-goose

Html Content / Article Extractor, web scrapping lib in Python

widyr

Widen, process, and re-tidy a dataset

word2vec-from-scratch-with-python

A very simple, bare-bones, inefficient, implementation of skip-gram word2vec from scratch with Python

word2vec_numpy

Word2Vec implementation using numpy

word2veclite

Python implementation of Word2Vec

word2vecpy

Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms