111x0m7's repositories
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 ;)
models
Pre-trained and Reproduced Deep Learning Models （经典复现模型）
Python
All Algorithms implemented in Python
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）
openbilibili-go-common
嘘，不要问！我也不清楚这些是啥…
python-goose
Html Content / Article Extractor, web scrapping lib in Python
AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
GloVe
GloVe model for distributed word representation
word2vec-from-scratch-with-python
A very simple, bare-bones, inefficient, implementation of skip-gram word2vec from scratch with Python
mittens
A fast implementation of GloVe, with optional retrofitting
glove-python
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
deepnl
Deep Learning for Natural Language Processing
widyr
Widen, process, and re-tidy a dataset
word2vecpy
Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms
word2vec_numpy
Word2Vec implementation using numpy
GloVe-1
Toy Implementation of GloVe in Python
ngram2vec
Four word embedding models implemented in Python. Supporting arbitrary context features
book-of-qna-code
code collections for the book of qna
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.
word2veclite
Python implementation of Word2Vec
adagrad
A simple implementation of adagrad
glove.py
Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes
GloVe-NLP
Working GloVe implementation with AdaGrad gradient descent in pure python and numpy and ~100 lines of code.
japanese-word2vec-model-builder
A tool for building gensim word2vec model for Japanese.
pydsm
A Python framework for exploring distributional semantic models.
glove-2
:earth_americas: Compute Glove vectors using a co-occurence matrix