228 Open source projects that are alternatives of or similar to NCE-loss

wmd4j is a Java library for calculating Word Mover's Distance (WMD)

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation principle for unnormalized statistical models." (Gutmann and Hyvarinen, AISTATS 2010)

基于情感字典和机器学习的股市舆情情感分类可视化Web

doc2vec , word2vec, implemented by golang. word embedding representation

Making sense embedding out of word embeddings using graph-based word sense induction

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Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Rust interface to word2vec.

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

A comprehensive approach on recognizing emotion (sentiment) from a certain tweet. Supervised machine learning.

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

Chinese Word Segmention Base on the Deep Learning and LSTM Neural Network

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Visualize large text collections with WebGL

Remove problematic gender bias from word embeddings.

Implementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models

Pre-trained word vectors of 30+ languages

Improving MMD-GAN training with repulsive loss function

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Pycsou is a Python 3 package for solving linear inverse problems with state-of-the-art proximal algorithms. The software implements in a highly modular way the main building blocks -cost functionals, penalty terms and linear operators- of generic penalised convex optimisation problems.

Topic Modelling for Humans

Word2Vec encodings based search engine for Stackoverflow questions

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

Sarcasm Detection for Sentiment Analysis

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

An evaluation of word-embeddings for classification

Using word vectors to classify spam messages

Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.

Implementing Facebook's FastText with java

An unofficial implementation of asm2vec as a standalone python package

Using pre trained word embeddings (Fasttext, Word2Vec)

Caffe version Generalized & Distance & Complete Iou loss Implementation for Faster RCNN/FPN bbox regression

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

Hyperstar: Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.

sourced.ml is a library and command line tools to build and apply machine learning models on top of Universal Abstract Syntax Trees

Word2Vec In Java (2013 google word2vec opensource)

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

skip-gram for Chinese word2vec base on tensorflow

Notebooks for the Seattle PyData 2017 talk on Scattertext

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Recommendation based on sequence

Beautiful visualizations of how language differs among document types.

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Word2Vec iOS port

兜哥出品 <一本开源的NLP入门书籍>

🍑 TensorFlow Code for CVPR 2017 paper "SphereFace: Deep Hypersphere Embedding for Face Recognition"

Machine learning, in numpy

Language Modeling and Text Classification in Malayalam Language using ULMFiT

A fast, efficient universal vector embedding utility package.

StyleGAN Encoder - converts real images to latent space

Implementation of Grad-CAM for text.

A loss function for categories with a hierarchical structure.

Jupyter notebooks for Chainer hands-on

Compact high quality word embeddings for Russian language

NLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.

TextAugment: Text Augmentation Library

Cukatify is a music social media project