stella's starred repositories
awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
Awesome-Privacy
Repository for collection of research papers on privacy.
awesome-differential-privacy
list of differential-privacy related resources
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
awesome-model-compression-and-acceleration
a list of awesome papers on deep model ompression and acceleration
awesome-model-compression
papers about model compression
HPO2NAS-Tutorial-CVPR-ECCV2020
Hands-on Tutorial on Automated Deep Learning
awesome-federated-learning
resources about federated learning and privacy in 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
AdaptiveXGBoostClassifier
Implementation of the Adaptive XGBoost classifier for evolving data streams
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
xgboost-python-deploy
Deploy XGBoost trained models in pure python
interview_python
关于Python的面试题
CircleLoss
Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"
LambdaMart
Python implementation of LambdaMart
tf_metrics
Multi-class metrics for Tensorflow
tf-world-tutorial
TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft
DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
squeezenext-tensorflow
A tensorflow implementation of squeezenext. (includes link to trained model)
deeplearning
深度学习相关的模型训练、评估和预测相关代码
stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
tensorflow-in-depth
《深入理解TensorFlow》项目代码与样章