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Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Created
2020-10-03
329 commits to main branch, last one 6 days ago
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, sa...
Created
2021-08-08
639 commits to main branch, last one 7 days ago
all kinds of text classification models and more with deep learning
Created
2017-05-30
325 commits to master branch, last one 2 years ago
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
Created
2021-01-05
540 commits to main branch, last one about a year ago
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Created
2020-10-24
605 commits to main branch, last one 14 hours ago
A collection of important graph embedding, classification and representation learning papers with implementations.
netlsd
deepwalk
node2vec
graph2vec
graph-kernel
graph-kernels
kernel-methods
node-embedding
graph-embedding
network-embedding
weisfeiler-lehman
deep-graph-kernels
attention-mechanism
graph-classification
structural-attention
graph-attention-model
classification-algorithm
graph-attention-networks
graph-convolutional-networks
graph-representation-learning
Created
2018-07-14
422 commits to master branch, last one about a year ago
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Created
2021-09-15
1,600 commits to main branch, last one 3 months ago
A TensorFlow Implementation of the Transformer: Attention Is All You Need
Created
2017-06-17
37 commits to master branch, last one 5 years ago
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
Created
2018-02-01
21 commits to master branch, last one 3 years ago
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
Created
2017-04-28
181 commits to master branch, last one about a year ago
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
Created
2018-03-02
36 commits to master branch, last one 3 years ago
Keras Attention Layer (Luong and Bahdanau scores).
Created
2017-05-23
102 commits to master branch, last one about a year ago
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
Created
2018-05-30
75 commits to master branch, last one 4 years ago
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...
Created
2020-12-26
110 commits to main branch, last one 3 years ago
Reformer, the efficient Transformer, in Pytorch
Created
2020-01-09
249 commits to master branch, last one about a year ago
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
Created
2023-01-13
248 commits to master branch, last one 2 days ago
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Join our Community: https://discord.com/servers/agora-999382051935506503
Created
2023-05-11
3,159 commits to master branch, last one 2 days ago
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
Created
2020-12-01
538 commits to main branch, last one 2 years ago
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
Created
2020-10-08
31 commits to main branch, last one 3 years ago
Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch
Created
2023-05-17
94 commits to main branch, last one 6 days ago
基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
Created
2018-08-01
4 commits to master branch, last one 3 years ago
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
pytorch
seq2seq
sockeye
transformer
translation
deep-learning
attention-model
encoder-decoder
machine-learning
attention-mechanism
machine-translation
transformer-network
deep-neural-networks
sequence-to-sequence
transformer-architecture
attention-is-all-you-need
neural-machine-translation
sequence-to-sequence-models
Created
2017-06-08
836 commits to main branch, last one 13 days ago
Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch
Created
2022-04-28
36 commits to main branch, last one 2 years ago
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
Created
2021-01-31
72 commits to main branch, last one 3 years ago
An implementation of Performer, a linear attention-based transformer, in Pytorch
Created
2020-10-03
124 commits to main branch, last one 2 years ago
Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
Created
2021-03-05
74 commits to main branch, last one about a year ago
Text classifier for Hierarchical Attention Networks for Document Classification
Created
2016-12-29
19 commits to master branch, last one 3 years ago
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
Created
2019-01-13
264 commits to master branch, last one 10 days ago
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
Created
2022-05-05
25 commits to main branch, last one 11 months ago
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Created
2020-04-30
107 commits to master branch, last one about a year ago