851 Open source projects that are alternatives of or similar to Declutr

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

Accelerated deep learning R&D

A collection of research on knowledge graphs

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Datasets, tools, and benchmarks for representation learning of code.

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

Semantic Entity Retrieval Toolkit

NLTK Source

📖 List of some awesome university courses for Machine Learning! Feel free to contribute!

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Русскоязычный чатбот

使用 RASA NLU 来构建中文自然语言理解系统（NLU）| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

🧬 A JupyterLab extension for annotating data with Prodigy

Open neural machine translation models and web services

XLNet Extension in TensorFlow

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

Botfuel SDK to build highly conversational chatbots

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

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.

A comparison tool of Japanese tokenizers

UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language

😡😇 Stanford Sentiment Treebank loader in Python

PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”

A comprehensive reading list for Emotion Recognition in Conversations

Spoken Language Understanding(SLU)/Slot Filling in Keras

An open-source NLP research library, built on PyTorch.

Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)

Code for Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension

读过的CV方向的一些论文，图像生成文字、弱监督分割等

Neural network parametrized objective to disentangle and transfer style and content in text

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:

A comprehensive reference for all topics related to Natural Language Processing

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

Materials for deep NLP course

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension

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

Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval (CVPR 2019)

A fast, efficient universal vector embedding utility package.

Papers and Book to look at when starting NLP 📚

Multitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587

Kadot, the unsupervised natural language processing library.

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

Let your talking do the code

🏖TagEditor - Annotation tool for spaCy

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

This is a list of open-source projects at Microsoft Research NLP Group

Abydos NLP/IR library for Python

🖋️ Fast and safe spellchecking C++ library

A Python library for doing bibliometric and network analysis in science and health policy research

Geotext extracts country and city mentions from text