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279 search results found

Nlp_course ⭐ 9,139

YSDA course in Natural Language Processing

Generative Ai ⭐ 4,453

Sample code and notebooks for Generative AI on Google Cloud

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Laser ⭐ 3,460

Language-Agnostic SEntence Representations

Infersent ⭐ 2,160

InferSent sentence embeddings

Awesome Embedding Models ⭐ 1,329

A curated list of awesome embedding models tutorials, projects and communities.

Generative Ai Docs ⭐ 871

Documentation for Google's Generative AI developer site

Nlp Notebooks ⭐ 710

A collection of notebooks for Natural Language Processing from NLP Town

Entity Embedding Rossmann ⭐ 694

What_are_embeddings ⭐ 552

A deep dive into embeddings starting from fundamentals

Deep_learning_cookbook ⭐ 550

Deep Learning Cookbox

Azure Search Vector Samples ⭐ 536

A repository of code samples for Vector search capabilities in Azure AI Search.

Fastembed ⭐ 531

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

Biosentvec ⭐ 501

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

Fast_sentence_embeddings ⭐ 494

Compute Sentence Embeddings Fast!

Deepnlp Course ⭐ 479

Deep NLP Course

Clickbait Detector ⭐ 456

Detects clickbait headlines using deep learning.

Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.

Course repo for Applied Natural Language Processing (Spring 2019)

Azure Openai Demos ⭐ 388

Azure Open AI (demos, documentation, accelerators).

OpenL3: Open-source deep audio and image embeddings

Vision AI Solution Accelerator

Knowledge Graph Toolkit

Nlp Natural Language Processing ⭐ 289

Projects and useful articles / links

Examples ⭐ 289

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

Vectordb Recipes ⭐ 267

High quality resources & applications for LLMs, multi-modal models and VectorDBs

Word2gm ⭐ 261

Word to Gaussian Mixture Model

Eeap Examples ⭐ 241

Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe

Ernie Sdk ⭐ 236

ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of ERNIE Bot and the platform resources of Baidu AI Studio.

Keras Elmo ⭐ 234

How to use ELMo embeddings in Keras with Tensorflow Hub

Practical 1 ⭐ 220

Oxford Deep NLP 2017 course - Practical 1: word2vec

Coursera Natural Language Processing Specialization ⭐ 217

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Link Prediction ⭐ 216

Representation learning for link prediction within social networks

Food2vec ⭐ 207

Debiaswe ⭐ 195

Remove problematic gender bias from word embeddings.

Text_similarity ⭐ 189

Text Similarity

Research2vec ⭐ 189

Representing research papers as vectors / latent representations.

Thai2fit ⭐ 169

ULMFit Language Modeling, Text Feature Extraction and Text Classification in Thai Language. Created as part of pyThaiNLP

Cofactor ⭐ 155

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

Segaware ⭐ 139

Segmentation-Aware Convolutional Networks Using Local Attention Masks

Xiaohei Zuowen ⭐ 131

小嘿作文生成器：根据主题谓语、主题宾语，生成中学考试风格的作文。

Langchain Decoded ⭐ 122

A companion guide for the blog post series, LangChain Decoded.

Image_embeddings ⭐ 115

Using efficientnet to provide embeddings for retrieval

Parametricumap_paper ⭐ 112

Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).

Nlp_adversarial_examples ⭐ 112

Implementation code for the paper "Generating Natural Language Adversarial Examples"

Multilstm ⭐ 111

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

Biggansarewatching ⭐ 110

Authors official implementation of "Big GANs Are Watching You" pre-print

Pytorch Pos Tagging ⭐ 109

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

CSKG: The CommonSense Knowledge Graph

Nlp Cheat Sheet Python ⭐ 98

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Entity Embed ⭐ 98

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

Naturallanguagerecommendations ⭐ 94

Getting recommendations from natural language

Lda2vec Pytorch ⭐ 94

Topic modeling with word vectors

Bert Token Embeddings ⭐ 92

Person2vec ⭐ 91

Amazon Bedrock Samples ⭐ 90

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all availble foundational models

Tigerlily ⭐ 90

TigerLily: Finding drug interactions in silico with the Graph.

Histogramloss ⭐ 88

This repository contains code for paper "Learning Deep Embeddings with Histogram Loss" (NIPS2016)

Nlp_course ⭐ 88

NLP course at Chulalongkorn University

Textsplit ⭐ 87

Segment documents into coherent parts using word embeddings.

Amazon Denseclus ⭐ 83

Clustering for mixed-type data

100 Days Of Nlp ⭐ 83

Elastic_transformers ⭐ 80

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

Few Shot Text Classification ⭐ 78

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

Algorithm Whiteboard Resources ⭐ 78

this is where we share notebooks/projects used in your youtube channel

Toxic Comment Classification ⭐ 72

Code and write-up for the Kaggle Toxic Comment Classification Challenge

Basic Machine Learning ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

Graphml Tutorials ⭐ 63

Tutorials for Machine Learning on Graphs

Positional Encoding ⭐ 63

Encoding position with the word embeddings.

Game2vec ⭐ 61

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

Embeddings_reproduction ⭐ 61

Nlp For Hindi ⭐ 59

State of the Art Language models and Classifier for Hindi language (spoken in Indian sub-continent)

Nullspace_projection ⭐ 58

Node2vec ⭐ 57

Node2vec with tensorflow

Code Intelligence ⭐ 55

ML-Powered Developer Tools, using Kubeflow

Avito Demand ⭐ 54

Avito Demand Prediction Challenge 🏬

Russian Language Model ⭐ 54

Pytorch Pretrained Bert_annotation ⭐ 53

bert annotation, input and output for people from scratch, 代码注释, 有每一步的输入和输出, 适合初学者

Average Word2vec ⭐ 52

🔤 Calculate average word embeddings (word2vec) from documents for transfer learning

Turkish Glove ⭐ 51

Türkçe GloVe - Repository for Turkish GloVe Word Embeddings

Multimodalgame ⭐ 48

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Randomized Svd ⭐ 45

demos for PyBay talk: Using Randomness to make code faster

Text classification models. Used a submodule for other projects.

Toxic_comment_classification ⭐ 43

Predict Toxic Comments in the wild

Protein Localization ⭐ 43

Using Transformer protein embeddings with a linear attention mechanism to make SOTA de-novo predictions for the subcellular location of proteins 🔬

A computational library for learning and evaluating biological knowledge graph embeddings - please see the main PyKEEN repo at https://github.com/pykeen/pykeen/

Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings

Machine Learning With Ontologies ⭐ 39

Handling Out Of Vocabulary Words In Natural Language Processing Using Language Modelling ⭐ 39

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Gpt2 Recycle ⭐ 37

As good as new. How to successfully recycle English GPT-2 to make models for other languages

Poincare_glove ⭐ 37

Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper

Nlp_workshop_odsc_europe20 ⭐ 36

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

Online Node2vec ⭐ 36

Node Embeddings in Dynamic Graphs

Word2vec Tsne ⭐ 35

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

Resnet.torch ⭐ 35

an updated version of fb.resnet.torch with many changes.

Augmented Interpretable Models ⭐ 35

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

Word2vec Bias Extraction ⭐ 35

How are words loaded with meaning? Repository accompanying research by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learning as a model for cultural learning: teaching an algorithm what it means to be fat." https://journals.sagepub.com/doi/full/10.1177/0049

Nlp Stock Prediction ⭐ 34

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