pytorch-seq2seq
poolformer
Our great sponsors
| pytorch-seq2seq | poolformer | |
|---|---|---|
| 3 | 3 | |
| 5,150 | 1,226 | |
| - | 1.6% | |
| 5.4 | 0.0 | |
| 3 months ago | over 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pytorch-seq2seq
-
A Good Github Repo to Look at (CS388 Natural Language Processing)
I don't know how many people are taking CS388 NLP in Fall 2022, but the assignment is really putting lots of stress on me. I was searching some good materials to prepare for NLP class, and a really good resource to look at is this github repo: https://github.com/bentrevett/pytorch-seq2seq.
- [D] How to truly understand attention mechanism in transformers?
- [D] Resources for Understanding The Original Transformer Paper
poolformer
-
Researchers from Sea AI Lab and National University of Singapore Introduce ‘PoolFormer’: A Derived Model from MetaFormer for Computer Vision Tasks
GitHub: https://github.com/sail-sg/poolformer
-
[D] Are Image Transformers Overhyped? "MetaFormer is all you need" explained (5-minute summary by Casual GAN Papers)
arxiv / code
-
[P] Fine-tuning the new PoolFormer (MetaFormer) model on a Kaggle Competitions Dataset
Code for https://arxiv.org/abs/2111.11418 found: https://github.com/sail-sg/poolformer
What are some alternatives?
Time-Series-Forecasting-Using-LSTM - Time-Series Forecasting on Stock Prices using LSTM
SpecVQGAN - Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)
tensor2tensor - Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
HugsVision - HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
Behavior-Sequence-Transformer-Pytorch - This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation
ru-dalle - Generate images from texts. In Russian
FunMatch-Distillation - TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.
sequitur - Library of autoencoders for sequential data
Transformer-in-Transformer - An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches
awesome-speech-recognition-speech-synthesis-papers - Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)