1148 Open source projects that are alternatives of or similar to Slot Attention

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

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

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

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

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

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

An implementation of Performer, a linear attention-based transformer, in Pytorch

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

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

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

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

A high-level machine learning and deep learning library for the PHP language.

A repository for recording the machine learning code

Learning to Cluster. A deep clustering strategy.

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

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

My take on a practical implementation of Linformer for Pytorch.

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

Implementation of the Point Transformer layer, in Pytorch

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

Fully featured implementation of Routing Transformer

Implementation of Bottleneck Transformer in Pytorch

Reformer, the efficient Transformer, in Pytorch

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

R/shiny interface for interactive visualization of data in SummarizedExperiment objects

A dynamic cover point generator plugin for Unreal Engine 4.

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

🤖 NanoNeuron is 7 simple JavaScript functions that will give you a feeling of how machines can actually "learn"

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

A full-featured editor for working with Utility-based AI

Important paper implementations for Question Answering using PyTorch

A Compositional Object-Based Approach to Learning Physical Dynamics

🤖 A curated list of machine learning & artificial intelligence startups in Berlin (Germany)

A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

Autodifferentiation package in Rust.

Chinese Poetry Generation

A high performance implementation of HDBSCAN clustering.

QANTA Quiz Bowl AI

ECG arrhythmia classification using a 2-D convolutional neural network

Jupyter Notebook exercises for k-means clustering with Python 3 and scikit-learn

[Params: Only 272K!!!] Efficient Image Super-Resolution Using Pixel Attention, in ECCV Workshop, 2020.

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

Avalanche: a End-to-End Library for Continual Learning.

Dwarf Fortress + Artificial Intelligence

Collection of Artificial Intelligence projects.

Notebook for my medium article about how to use Dataset API in TensorFlow

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

TensorFlow C API Class Wrapper in Server Side Swift.

A news recommendation system tailored for user communities

A single-page website aiming to provide innovative and intuitive visualizations of common and AI algorithms.

Tensorflow implementation of "Semantic Instance Segmentation with a Discriminative Loss Function"

Get into physical computing with Docker and Raspberry Pi

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

A curated list of resources for embedded AI

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

Hierarchical Attentive Recurrent Tracking

Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms - R package

End-to-end speech recognition using RNN Transducers in Tensorflow 2.0