400 Open source projects that are alternatives of or similar to transganformer

Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

Reformer, the efficient Transformer, in Pytorch

Implementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, debuted in ICLR 2022

Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch

ttslearn: Library for Pythonで学ぶ音声合成 (Text-to-speech with Python)

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

Using LSTM or Transformer to solve Image Captioning in Pytorch

Utility for analyzing Transformer based representations of language.

🔖 An Attention Layer in Keras

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

Attention-Based Guided Structured Sparsity of Deep Neural Networks

Fast Differentiable Forest lib with the advantages of both decision trees and neural networks

[ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)

Using Residual Attention Networks to diagnose retinal diseases in medical images

Bangla-Bert is a pretrained bert model for Bengali language

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

🎬 Video Captioning: ICCV '15 paper implementation

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch

A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+

Text Classification in Turkish Texts with Bert

A library for finding knowledge neurons in pretrained transformer models.

Compare six baseline deep learning models on TrecQA

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

A PyTorch-based toolkit for natural language processing

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

Implementation of A Structured Self-attentive Sentence Embedding

Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19

🌏 A zero-dependency networking solution for building modern and secure iOS, watchOS, macOS and tvOS applications.

[TPAMI 2020] Parallax Attention for Unsupervised Stereo Correspondence Learning

a simple and complete pytorch implementation of neural machine translation system

Spark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.

An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统，一键部署微信闲聊机器人)

Transformers Pipeline with KoELECTRA

Transformer based Bangla Speech Recognition

attention mechanism in keras, like Dense and RNN...

General Multi-label Image Classification with Transformers

Sentiment Analysis: Deep Bi-LSTM+attention model

Simple transformer implementations that I can understand

Text2Text: Cross-lingual natural language processing and generation toolkit

Any-to-any voice conversion by end-to-end extracting and fusing fine-grained voice fragments with attention

Contextualised Embeddings and Language Modelling using BERT and Friends using R

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

一些不同的Attention机制代码

Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.

Implementation of Nyström Self-attention, from the paper Nyströmformer

Trained T5 and T5-large model for creating keywords from text

Deploy transformers serverless on AWS Lambda

Active Learning for Text Classification in Python

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT