807 Open source projects that are alternatives of or similar to Alphafold2

Implementation of the Point Transformer layer, in Pytorch

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

Implementation of Bottleneck Transformer in Pytorch

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

Reformer, the efficient Transformer, in Pytorch

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

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

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

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

Fully featured implementation of Routing Transformer

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

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

Implementation of Slot Attention from GoogleAI

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

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

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

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

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

My take on a practical implementation of Linformer for Pytorch.

Learning to Cluster. A deep clustering strategy.

《深度学习》花书手推笔记

Open-AI's DALL-E for large scale training in mesh-tensorflow.

An Open Source, Self-Hosted Platform For Applied Deep Learning Development

Mastering Atari with Discrete World Models

MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation.

An on-premises, bare-metal solution for deploying GPU-powered applications in containers

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

Curso de Data Science em Português

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

Machine learning resources

Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.

gophersat, a SAT solver in Go

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)

PySwip is a Python - SWI-Prolog bridge enabling to query SWI-Prolog in your Python programs. It features an (incomplete) SWI-Prolog foreign language interface, a utility class that makes it easy querying with Prolog and also a Pythonic interface.

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

A dataset of millions of news articles scraped from a curated list of data sources.

💁‍♀️Your new best friend powered by an artificial neural network

API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。

Official repository for "Learning Enriched Features for Real Image Restoration and Enhancement" (ECCV 2020). SOTA results for image denoising, super-resolution, and image enhancement.

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

Language, Knowledge, Cognition

Building a Simple Chatbot from Scratch in Python (using NLTK)

AI Automated Planning with STRIPS and PDDL in Node.js

Code for Paper Abstract Writing through Editing Mechanism

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax

Cryptocurrency Price Prediction Using LSTM neural network

Implementation of Linformer for Pytorch

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper

A curated list of Blockchain projects for Artificial Intelligence and Machine Learning

Heterogeneous Run Time version of Caffe. Added heterogeneous capabilities to the Caffe, uses heterogeneous computing infrastructure framework to speed up Deep Learning on Arm-based heterogeneous embedded platform. It also retains all the features of the original Caffe architecture which users deploy their applications seamlessly.

Applied Deep Learning (2019 Spring) @ NTU

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

Dream to Control: Learning Behaviors by Latent Imagination

Using Residual Attention Networks to diagnose retinal diseases in medical images

Attention-Based Guided Structured Sparsity of Deep Neural Networks