Stars
🏅 Collection of Kaggle Solutions and Ideas 🏅
Nightliver / sgx-dnn
Forked from lcc1999/sgx-dnnThis is a Tensorflow implementation of dnn inside of SGX.
这是一个完整的，端到端的机器学习项目，非常适合有一定基础后拿来练习，以提高对完整机器学习项目的认识
This is a Tensorflow implementation of dnn inside of SGX.
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。
Master Federated Learning in 2 Hours—Run It on Your PC!
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
Differential private machine learning
An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
此项目为论文《FedServing: A Federated Prediction Serving Framework Based on Incentive Mechanism》的验证项目。基于 intel SGX ，实现将各个不同模型的推测结果在可信硬件中使用 truth discovery 算法聚合计算出最终结果等功能。支持 label、rank、probs三种类型的推理结果的聚合。
Oort: Efficient Federated Learning via Guided Participant Selection
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
🔥 压缩文件，压缩图片，压缩Bitmap，Compress, CompressImage, CompressFile, CompressBitmap：https://github.com/nanchen2251/AiYaCompressHelper
A high-performance distributed training framework for Reinforcement Learning
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Serve, optimize and scale PyTorch models in production
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，近30万字。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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
ncnn is a high-performance neural network inference framework optimized for the mobile platform
😎 A Collection of Awesome NCNN-based Projects