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集合主题趋势排行榜
#

gensim

Website
Wikipedia
piskvorky/gensim
https://static.github-zh.com/github_avatars/piskvorky?size=40
piskvorky / gensim

#自然语言处理#Topic Modelling for Humans

gensimtopic-modelinginformation-retrieval机器学习自然语言处理数据科学Pythondata-miningword2vecword-embeddings神经网络fasttext
Python 16.06 k
6 天前
dipanjanS/text-analytics-with-python
https://static.github-zh.com/github_avatars/dipanjanS?size=40
dipanjanS / text-analytics-with-python

#自然语言处理#Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text ...

text-classificationPythonnatural-language自然语言处理clusteringsentimentsemanticsentiment-analysisnltkstanford-nlpspaCypatternscikit-learngensim
Jupyter Notebook 1.68 k
4 年前
https://static.github-zh.com/github_avatars/explosion?size=40
explosion / sense2vec

#自然语言处理#🦆 Contextually-keyed word vectors

spaCy自然语言处理word2vecPythonsense2vecgensimgensim-word2vec机器学习
Python 1.65 k
2 个月前
https://static.github-zh.com/github_avatars/plasticityai?size=40
plasticityai / magnitude

#自然语言处理#A fast, efficient universal vector embedding utility package.

Python自然语言处理机器学习vectorsembeddingsword2vecfasttextglovegensimfastmemory-efficientword-embeddings
Python 1.65 k
2 年前
kavgan/nlp-in-practice
https://static.github-zh.com/github_avatars/kavgan?size=40
kavgan / nlp-in-practice

#自然语言处理#Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre...

自然语言处理word2vectext-classificationgensim机器学习text-mining
Jupyter Notebook 1.17 k
5 年前
https://static.github-zh.com/github_avatars/piskvorky?size=40
piskvorky / gensim-data

Data repository for pretrained NLP models and NLP corpora.

datasetgensimpretrained-models
Python 1.02 k
7 年前
https://static.github-zh.com/github_avatars/oborchers?size=40
oborchers / Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

sentence-embeddingssentence-representationsentence-similaritygensimfasttextcythonembeddingsmaxpoolingfse
Jupyter Notebook 623
2 年前
https://static.github-zh.com/github_avatars/zake7749?size=40
zake7749 / word2vec-tutorial

中文詞向量訓練教學

gensimword2vec
Python 516
3 年前
https://static.github-zh.com/github_avatars/ThoughtRiver?size=40
ThoughtRiver / lmdb-embeddings

Fast word vectors with little memory usage in Python

wordvectorsembeddingslmdbgensimmemoryspeedtextword2vecfasttextglove
Python 416
4 年前
https://static.github-zh.com/github_avatars/bakrianoo?size=40
bakrianoo / aravec

#自然语言处理#AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models...

自然语言处理gensimarabictext-miningword2vec
Jupyter Notebook 403
4 年前
https://static.github-zh.com/github_avatars/5hirish?size=40
5hirish / adam_qas

#自然语言处理#ADAM - A Question Answering System. Inspired from IBM Watson

PythonspaCy自然语言处理question-answeringadamscikit-learngensimpandaswikipediaelasticsearchspacy-extension
Python 356
5 年前
https://static.github-zh.com/github_avatars/AICoE?size=40
AICoE / log-anomaly-detector

Log Anomaly Detection - Machine learning to detect abnormal events logs

人工智能loganomaly-detection机器学习word2vecsomgensimstream-processingKubernetesaiops
Jupyter Notebook 329
2 年前
https://static.github-zh.com/github_avatars/30lm32?size=40
30lm32 / ml-projects

#自然语言处理#ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

KerasTensorflowrandom-forestgensimword2vecDockertimeseries-analysisimbalanced-datasvm自然语言处理机器学习geolocation深度学习text-classificationtensorboardmlflowab-testing
275
5 年前
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / GEMSEC

#计算机科学#The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clusteringdeepwalknode2vecword2vecTensorflowFacebookdeezercommunity-detectionmatrix-factorizationembedding神经网络unsupervised-learninggensim机器学习network-embeddinggraph-embedding
Python 260
3 年前
https://static.github-zh.com/github_avatars/davidberenstein1957?size=40
davidberenstein1957 / concise-concepts

#自然语言处理#This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

nerspaCygensim自然语言处理机器学习Hacktoberfest
Python 245
2 年前
https://static.github-zh.com/github_avatars/devmount?size=40
devmount / GermanWordEmbeddings

#自然语言处理#Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.

神经网络word2vecword-embeddingsmodeltrainingevaluation深度学习深度神经网络自然语言处理gensim
Jupyter Notebook 239
10 个月前
https://static.github-zh.com/github_avatars/akoksal?size=40
akoksal / Turkish-Word2Vec

#自然语言处理#Pre-trained Word2Vec Model for Turkish

word2vec自然语言处理gensimturkish
Python 214
7 年前
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / Splitter

#计算机科学#A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

deepwalkPyTorchnode2vecgensim机器学习word2vecfactorization深度学习深度神经网络graph-neural-networknode-embeddingcommunity-detectionclusteringnetwork-embeddinggraph-embeddinggraph-representation-learning
Python 213
2 年前
https://static.github-zh.com/github_avatars/akutuzov?size=40
akutuzov / webvectors

Web-ify your word2vec: framework to serve distributional semantic models online

gensimword2vecWeb appFlask
Python 200
4 个月前
https://static.github-zh.com/github_avatars/giacbrd?size=40
giacbrd / ShallowLearn

#计算机科学#An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fu...

word2vecfasttextscikit-learn机器学习神经网络gensimtext-miningtext-classificationsupervised-learningonline-learningword-embeddings
Python 198
8 年前
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