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aggregation-cross-entropy

Aggregation Cross-Entropy for Sequence Recognition. CVPR 2019.

airdet

Full conference version of AirDet: Few-Shot Detection without Fine-tuning for Autonomous Exploration

alpaca-cot

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

alpaca-family-library

Summarize all low-cost replication methods for Chatgpt.

annotate_images

Automatic labeling ：使用YOLOv8自动标注数据集

approaching-almost-any-machine-learning-problem

The code for the book AAML by Abhishek Thakur

automatic-modulation-classification

Some Code for Master Thesis - Research on Deep Learning Based Modulation Recognition Technologies

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-diffusion-models-in-medical-imaging

Diffusion Models in Medical Imaging

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

awesome-transformer-attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

carafe

A PyTorch implementation of CARAFE based on ICCV 2019 paper “CARAFE: Content-Aware ReAssembly of FEatures”

cats_vs_dogs

causal_reading_group

cbdnet-tensorflow

An unofficial implementation of CBDNet by Tensorflow.

channel-estimation

Simulates an FBMC and OFDM transmission over a doubly-selective channel. Allows to reproduce all figures from "Doubly-Selective Channel Estimation in FBMC-OQAM and OFDM Systems", IEEE VTC Fall, 2018

chromego

ChromeGo 翻墙工具包

classification_models

Classification models trained on ImageNet. Keras.

cnn-svm

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

cnocr

CnOCR: Awesome Chinese/English OCR toolkits based on PyTorch/MXNet, It comes with 20+ well-trained models for different application scenarios and can be used directly after installation. 【基于 PyTorch/MXNet 的中文/英文 OCR Python 包。】

complex_convolutions

Published in 2020 IEEE ICC: Open Workshop On Machine Learning In Communications, "Complex-Valued Convolutions for Modulation Recognition using Deep Learning".

crnn_pytorch_win10

CRNN(Convolutional Recurrent Neural Network）是目前较为流行的图文识别模型，可识别较长的文本序列。

dataset

Open RadioML Synthetic Benchmark Dataset

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning

https://github.com/scutan90/DeepLearning-500-questions

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning_book_paper_webaddress

中英文版深度学习资料

deeplearningtutorial

深度学习代码

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.