attention · GitHub Topics

labmlai / annotated_deep_learning_paper_implementations

#计算机科学#59 篇深度学习论文的实现，并带有详细注释。包括 transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 强化学习 (ppo, dqn), capsnet, distillation, ... 🧠

深度学习 PyTorch Generative Adversarial Network transformers reinforcement-learning optimizers neural-networks transformer 机器学习 attention literate-programming lora

Python 61.06 k

10 个月前

ddbourgin / numpy-ml

#计算机科学#Machine learning, in numpy

机器学习 neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet lstm attention reinforcement-learning knn gaussian-processes word2vec

Python 16.11 k

2 年前

graykode / nlp-tutorial

#自然语言处理#NLP 教程，使用Pytorch

自然语言处理教程 PyTorch Tensorflow transformer attention Bukkit bert

Jupyter Notebook 14.63 k

1 年前

xmu-xiaoma666 / External-Attention-pytorch

该项目目标是实现一个既能让深度学习小白也能搞懂，又能服务科研和工业社区的代码库。从代码角度，让世界上没有难读的论文

attention PyTorch Bukkit cbam squeeze excitation-networks linear-layers visual-tasks

Python 11.97 k

6 个月前

jadore801120 / attention-is-all-you-need-pytorch

#自然语言处理#A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention 深度学习 attention-is-all-you-need PyTorch 自然语言处理

Python 9.24 k

1 年前

bentrevett / pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

PyTorch seq2seq sequence-to-sequence 教程 rnn gru lstm pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation attention transformer pytorch-implementation pytorch-tutorials pytorch-nlp

Jupyter Notebook 5.57 k

1 年前

km1994 / nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

bert relation-extraction entity-recognition attention gcn

C++ 3.99 k

2 年前

hyunwoongko / transformer

Transformer: PyTorch Implementation of "Attention Is All You Need"

PyTorch transformer attention dataset

Python 3.78 k

10 个月前

google-research / scenic

#计算机科学#Scenic: A Jax Library for Computer Vision Research and Beyond

jax 机器视觉深度学习 research attention transformers vision-transformer

Python 3.56 k

2 天前

flashinfer-ai / flashinfer

FlashInfer: Kernel Library for LLM Serving

gpu CUDA PyTorch llm-inference jit attention Nvidia

Cuda 3.17 k

3 天前

anseki / leader-line

Draw a leader line in your web page.

leader line SVG mouse markup arrow attention highlight spotlight

JavaScript 3.13 k

2 个月前

gordicaleksa / pytorch-GAT

#计算机科学#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...

gat graph-attention-networks attention-mechanism self-attention PyTorch Python attention pytorch-gat gat-tutorial 深度学习 pytorch-implementation Jupyter Notebook

Jupyter Notebook 2.55 k

3 年前

songyouwei / ABSA-PyTorch

#自然语言处理#Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

sentiment-analysis bert attention 自然语言处理 sentiment-classification

Python 2.07 k

2 年前

mesolitica / NLP-Models-Tensorflow

#自然语言处理#Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

自然语言处理机器学习深度学习 lstm attention neural-machine-translation optical-character-recognition pos-tagging summarization embedded 聊天机器人 speech-to-text language-detection

Jupyter Notebook 1.79 k

5 年前

thu-ml / SageAttention

#大语言模型#Quantized Attention achieves speedup of 2-5x and 3-11x compared to FlashAttention and xformers, without lossing end-to-end metrics across language, image, and video models.

attention 大语言模型 quantization CUDA triton video-generation mlsys vit

Cuda 1.72 k

4 天前