952 Open source projects that are alternatives of or similar to Performer Pytorch

An implementation of (Induced) Set Attention Block, from the Set Transformers paper

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

A Structured Self-attentive Sentence Embedding

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

Implementation of the Point Transformer layer, in Pytorch

一些不同的Attention机制代码

Keras Implementation of Aspect based Sentiment Analysis

A Pytorch implementation of Attention on Attention module (both self and guided variants), for Visual Question Answering

Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Reformer, the efficient Transformer, in Pytorch

Attention-based multimodal fusion for sentiment analysis

My take on a practical implementation of Linformer for Pytorch.

A simple but complete full-attention transformer with a set of promising experimental features from various papers

An implementation of the Show, Attend and Tell paper in Tensorflow, for the OpenAI Im2LaTeX suggested problem

Attention mechanism

Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

a collection of visualization function

Predict materials properties using only the composition information!

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

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

A Tensorfflow implementation of Attend, Infer, Repeat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

Deep-Learning based CTR models implemented by PyTorch

Transformer based on a variant of attention that is linear complexity in respect to sequence length

Train and visualize Hierarchical Attention Networks

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

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

Pointer-generator reinforced seq2seq summarization in PyTorch

SimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks

Fully featured implementation of Routing Transformer

Attention-based bidirectional LSTM for Classification Task (ICASSP)

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

Implementation of Bottleneck Transformer in Pytorch

Implementation of Slot Attention from GoogleAI

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

End-to-end ASR/LM implementation with PyTorch

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

🤖 An Open Source Texas Hold'em AI

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

中文实体关系抽取，pytorch，bilstm+attention

Rumale is a machine learning library in Ruby

Neural Machine Translation with Keras

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

A Configurable Recommender Systems Simulation Platform

A C++ framework for MDPs and POMDPs with Python bindings

Efficient Learning of Augmentation Policy Schedules

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

3D Procedural Game Engine Using OpenGL