尤志强's repositories
DataMiningPapers
Books,Papers about Machine Learning and Complex Networks
2018-Tencent-social-advertising-algorithm-contest
auc 0.772229/top 11
algo-learning-summation
算法学习总结
Awesome-Federated-Learning
Federated Learning Library: https://fedml.ai
awesome-ppml
A curated list of resources for privacy-preserving machine learning
chat
基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话
ChatterBot
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
CrypTen
A framework for Privacy Preserving Machine Learning
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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
FATE
An Industrial Grade Federated Learning Framework
lihang-code
《统计学习方法》的代码实现
machine-learning-yearning-cn
CHINESE TRANSLATION OF MACHINE LEARNING YEARNING BY ANDREW NG
NLP
NLP
PaddleFL
Federated Deep Learning in PaddlePaddle
PipelineDP
PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.
PySyft
A library for answering questions using data you cannot see
SEAL
Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
SEAL-Embedded
A Microsoft-SEAL-compatible implementation of homomorphic encryption targeting Azure Sphere and other embedded devices.
SEAL-Python
Microsoft SEAL 3.X For Python
sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
TenSEAL
A library for doing homomorphic encryption operations on tensors
text_classification
all kinds of text classification models and more with deep learning
tf-encrypted
A Framework for Encrypted Machine Learning in TensorFlow
tf-seal
Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library
tf-world-tutorial
TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft