diaoyudiaochan

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

EasySpider

A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

ChatReviewer

ChatReviewer: 使用ChatGPT分析论文优缺点，提出改进建议

UNITER

Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"

multimodal-deep-learning

This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

TextPruner

A PyTorch-based model pruning toolkit for pre-trained language models

SinglePathOneShot

nlvr

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.

Single-Path-One-Shot-NAS

SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.

CoFiPruning

[ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408

data-of-multimodal-sarcasm-detection

SPViT

[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

KNAS

Codes for paper "KNAS: Green Neural Architecture Search"

UPop

[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.

mfas

Implementation of CVPR 2019 paper "Mfas: Multimodal fusion architecture search"

DiffPruning

Parameter Efficient Transfer Learning with Diff Pruning

CLMLF

TF_TAS

mmnas

Deep Multimodal Neural Architecture Search

GLiT

BM-NAS

BM-NAS: Bilevel Multimodal Neural Architecture Search (AAAI 2022 Oral)

ITM

DCHMT

This is the official code of the paper "Differentiable Cross Modal Hashing via Multimodal Transformers"

Towards-Open-Federated-Learning-Platforms-Survey

Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives

ml_src_adam_compare