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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

benchmark_vae

Unifying Generative Autoencoder implementations in Python

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

biostack

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

cikm-2022-analyticup-competition

client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

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_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

denoisingdiffusionprobabilitymodel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

downstream-dinov2

Downstream-Dino-V2: A GitHub repository featuring an easy-to-use implementation of the DINOv2 model by Facebook for downstream tasks such as Classification, Semantic Segmentation and Monocular depth estimation.

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

fedavgpy

On the Convergence of FedAvg on Non-IID Data

federated-learning

Federated Learning - PyTorch

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

federatedscope

An easy-to-use federated learning platform

fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

fedprox

Federated Optimization in Heterogeneous Networks (MLSys '20)

fl-bench

Benchmark of federated learning, dedicated to the community.

globalpointer_pytorch

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

lg-fedavg

Federated Learning with Local and Global Representations