Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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Jan 4, 2025 - Python
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attention-mechanism
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RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
deep-learning transformers pytorch transformer lstm rnn gpt language-model attention-mechanism gpt-2 gpt-3 linear-attention rwkv chatgpt
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Jan 3, 2025 - Python
all kinds of text classification models and more with deep learning
nlp text-classification tensorflow classification convolutional-neural-networks sentence-classification fasttext attention-mechanism multi-label memory-networks multi-class textcnn textrnn
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Sep 28, 2023 - Python
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
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Feb 17, 2024 - Python
A concise but complete full-attention transformer with a set of promising experimental features from various papers
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Jan 5, 2025 - Python
A collection of important graph embedding, classification and representation learning papers with implementations.
deepwalk kernel-methods attention-mechanism network-embedding graph-kernel graph-kernels graph-convolutional-networks classification-algorithm node2vec weisfeiler-lehman graph-embedding graph-classification graph-attention-networks graph-representation-learning graph2vec deep-graph-kernels netlsd graph-attention-model structural-attention node-embedding
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Mar 18, 2023 - Python
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
computer-vision deep-learning transformers transformer awesome-list vit papers attention-mechanism attention-mechanisms self-attention transformer-architecture transformer-models detr vision-transformer transformer-cv transformer-with-cv transformer-awesome visual-transformer
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Jul 30, 2024
A TensorFlow Implementation of the Transformer: Attention Is All You Need
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May 21, 2023 - Python
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Join our Community: https://discord.gg/jM3Z6M9uMq
machine-learning ai artificial-intelligence prompt-toolkit swarms attention-mechanism agents multimodal multi-modality multi-modal-imaging huggingface transformer-models gpt4 prompt-engineering prompting chatgpt langchain gpt4all langchain-python tree-of-thoughts
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Jan 8, 2025 - Python
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
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Apr 9, 2022 - Python
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
roadmap neural-network cnn dnn tts speech-synthesis speech-recognition rnn seq2seq automatic-speech-recognition papers language-model attention-mechanism speaker-verification voice-conversion timit-dataset acoustic-model diffusion-models singing-voice-synthesis recognition-synthesis
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Oct 19, 2023
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
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Jul 6, 2023 - Python
Keras Attention Layer (Luong and Bahdanau scores).
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Nov 17, 2023 - Python
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
computer-vision pytorch image-captioning show-attend-and-tell attention-mechanism encoder-decoder pytorch-tutorial mscoco
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Jul 28, 2022 - Python
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!
python deep-learning jupyter pytorch attention attention-mechanism graph-attention-networks self-attention pytorch-implementation gat graph-attention-network pytorch-gat gat-tutorial
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Nov 17, 2022 - Jupyter Notebook
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
python machine-learning deep-learning speech transformers python3 pytorch speech-recognition speech-to-text attention-mechanism whisper speech-processing asr speaker-diarization attention-model attention-is-all-you-need attention-seq2seq attention-visualization attention-network multilingual-models
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Dec 6, 2024 - Python
Reformer, the efficient Transformer, in Pytorch
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Jun 21, 2023 - Python
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
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Oct 29, 2022 - Python
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
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Nov 18, 2020 - Python
Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch
deep-learning transformers artificial-intelligence attention-mechanism non-autoregressive audio-generation
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Oct 31, 2024 - Python
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