Efficient Attention
[EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Ml Nlp | 10,874 | 2 years ago | 29 | Jupyter Notebook | ||||||
| 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。 | ||||||||||
| Reformer Pytorch | 1,917 | 10 months ago | 139 | November 06, 2021 | 14 | mit | Python | |||
| Reformer, the efficient Transformer, in Pytorch | ||||||||||
| Whisper Timestamped | 1,217 |  | 3 | 3 months ago | 3 | December 08, 2023 | 15 | agpl-3.0 | Python | |
| Multilingual Automatic Speech Recognition with word-level timestamps and confidence | ||||||||||
| Sockeye | 1,190 | 2 | 6 months ago | 85 | March 03, 2023 | 3 | apache-2.0 | Python | ||
| Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch | ||||||||||
| Keras Attention | 656 | 5 years ago | 22 | agpl-3.0 | Python | |||||
| Visualizing RNNs using the attention mechanism | ||||||||||
| Longnet | 613 | 4 months ago | 37 | August 10, 2023 | 3 | apache-2.0 | Python | |||
| Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens" | ||||||||||
| Self Attention Cv | 550 | 3 years ago | 5 | July 26, 2021 | 1 | mit | Python | |||
| Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository. | ||||||||||
| Simgnn | 540 | a year ago | 2 | gpl-3.0 | Python | |||||
| A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019). | ||||||||||
| Deeplearning.ai Natural Language Processing Specialization | 523 | 3 years ago | gpl-3.0 | Jupyter Notebook | ||||||
| This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai | ||||||||||
| Nmt Keras | 514 | 3 years ago | 4 | mit | Python | |||||
| Neural Machine Translation with Keras | ||||||||||
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Python
Machine Learning
Pytorch
Language Model
Attention Mechanism
Machine Translation