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Search results for deep learning embeddings
deep-learning
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embeddings
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175 search results found
Gradio
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25,823
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Pytorch Metric Learning
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5,734
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Lance
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3,003
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
Siamese Triplet
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2,853
Siamese and triplet networks with online pair/triplet mining in PyTorch
Lightly
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2,665
A python library for self-supervised learning on images.
Ml Surveys
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2,538
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Awesome Community Detection
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2,232
A curated list of community detection research papers with implementations.
Pytorch Nlp
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2,180
Basic Utilities for PyTorch Natural Language Processing (NLP)
Prompttools
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2,112
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
Vearch
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1,839
A distributed vector database for embedding-based vector retrieval
Nlp Journey
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1,563
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
Capsgnn
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1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Node2vec
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1,141
Implementation of the node2vec algorithm.
Nlp_overview
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958
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
Recsys
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815
计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
Inltk
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808
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
Nlp
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734
📝 This repository recorded my NLP journey.
Nlp Notebooks
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710
A collection of notebooks for Natural Language Processing from NLP Town
Deep_learning_cookbook
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550
Deep Learning Cookbox
Vectorhub
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546
Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)
Compgcn
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519
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
Ml4se
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511
A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
Deepnlp Course
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479
Deep NLP Course
Clickbait Detector
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456
Detects clickbait headlines using deep learning.
Decagon
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436
Graph convolutional neural network for multirelational link prediction
Treelstm.pytorch
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434
Tree LSTM implementation in PyTorch
Img2vec
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426
🔥 Use pre-trained models in PyTorch to extract vector embeddings for any image
Structured Self Attention
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412
A Structured Self-attentive Sentence Embedding
Delft
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379
a Deep Learning Framework for Text
Neuronlp2
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358
Deep neural models for core NLP tasks (Pytorch version)
Openl3
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354
OpenL3: Open-source deep audio and image embeddings
Acg2vec
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352
ACG2vec全称为Anime Comics Games to vector。本repo会持续维护一些基于二次元相关的深度学习领域实践与探索(文本语义检索、以图搜图
Product Nets
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323
Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribu
Vectorai
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299
Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
Attentionwalk
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299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Nlp Natural Language Processing
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289
Projects and useful articles / links
Self Driving Truck
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271
Self-Driving Truck in Euro Truck Simulator 2, trained via Reinforcement Learning
Vectordb Recipes
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267
High quality resources & applications for LLMs, multi-modal models and VectorDBs
Image Similarity Deep Ranking
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260
Dan
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229
Deep Averaging Networks
Practical 1
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220
Oxford Deep NLP 2017 course - Practical 1: word2vec
Embeddings
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217
Fast, DB Backed pretrained word embeddings for natural language processing.
Tsne Umap Embedding Visualisation
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217
A Simple and easy to use way to Visualise Embeddings!
Coursera Natural Language Processing Specialization
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217
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Magnetloss Pytorch
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213
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
Semantic Embeddings
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206
Hierarchy-based Image Embeddings for Semantic Image Retrieval
Protein Sequence Embedding Iclr2019
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203
Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019
Deepehr
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193
Chronic Disease Prediction Using Medical Notes
Probabilistic Face Embeddings
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191
(ICCV 2019) Uncertainty-aware Face Representation and Recognition
Danmf
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187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Embedding As Service
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182
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Datastories Semeval2017 Task4
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171
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Clickbaits_revisited
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169
Deep learning models to identify clickbaits taking content into consideration
Graph2gauss
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160
Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".
Deep Crf
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154
An implementation of Conditional Random Fields (CRFs) with Deep Learning Method
Vame
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140
Variational Animal Motion Embedding - A tool for time series embedding and clustering
Graphxai
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128
GraphXAI: Resource to support the development and evaluation of GNN explainers
Nmtpy
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128
nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
Kitabe
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127
Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩
Musae
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122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
Diff2vec
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116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Dynamic Coattention Network Plus
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115
Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.
Tape Neurips2019
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115
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (DEPRECATED)
Keras Vgg16 Places365
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113
Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification
Text
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112
Using Transformers from HuggingFace in R
Entity Embed
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98
PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.
Hdc.caffe
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97
Complete Code for "Hard-Aware-Deeply-Cascaded-Embedding"
Walklets
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96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Tigerlily
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90
TigerLily: Finding drug interactions in silico with the Graph.
Histogramloss
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88
This repository contains code for paper "Learning Deep Embeddings with Histogram Loss" (NIPS2016)
100 Days Of Nlp
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83
Deep Recurrent
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83
Deep bidirectional recurrent net for opinion mining (code for EMNLP14 paper)
Deep Clustering
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81
deep clustering method for single-channel speech separation
Ice
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81
ICE: Item Concept Embedding
Sadedegel
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81
A General Purpose NLP library for Turkish
Poincare_embeddings
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80
NumPy implementation of Poincaré Embeddings for Learning Hierarchical Representations (Facebook Research)
Skip Thought Tf
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78
An implementation of skip-thought vectors in Tensorflow
Deeplearningreading
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78
Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)
Basic Machine Learning
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71
This is a repo of basic Machine Learning what I learn. More to go...
Label Embedding Network
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68
Label Embedding Network
Vie
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67
Codes for "Unsupervised Learning from Video with Deep Neural Embeddings"
Keras Cnn Qa
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67
Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"
Dreml
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66
PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)
Pytorch_sentiment_rnn
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64
Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014
Objects That Sound
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62
Implementation of Google Deepmind's paper `Objects that Sound`
Hetu
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62
A high-performance distributed deep learning system targeting large-scale and automated distributed training.
Zeugma
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59
📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠
Graph_2d_cnn
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59
Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'
Ntua Slp Semeval2018
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58
Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
Raindrop
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58
Graph Neural Networks for Irregular Time Series
Kaggle Quora Question Pairs
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57
This is our team's solution report, which achieves top 10% (305/3307) in this competition.
Nlp_newsletter
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56
Natural language processing (NLP) newsletter right on GitHub
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Lstm Context Embeddings
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56
Augmenting word embeddings with their surrounding context using bidirectional RNN
Cachedembedding
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56
A memory efficient DLRM training solution using ColossalAI
Code Intelligence
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55
ML-Powered Developer Tools, using Kubeflow
Idgl
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55
Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Char Rnn Text Generation
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54
Character Embeddings Recurrent Neural Network Text Generation Models
Attention Based Aspect Extraction
⭐
54
Code for unsupervised aspect extraction, using Keras and its Backends
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