derekozhang Goto Github PK

age-and-gender-classification

bayesian-fairness-assess

reproduces results in paper "Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference"

books

:books: Books worth reading

cdp

experiments of correlated differential privacy with feature reduction

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

data-science-projects

DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.

data-scientist-roadmap

Toturial coming with "data science roadmap" graphe.

derekozhang.github.io

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

differential-privacy-vs-fairness

Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19

ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

example-code-2e

Example code for Fluent Python, 2nd edition (O'Reilly, 2021)

face_recognition

The world's simplest facial recognition api for Python and the command line

faceblur

Recognize and blur all face in photo

fe-interview

收集的前端面试题和答案

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

federated-learning

Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The repository tutorial for using PySyft for distributed training of Machine Learning model.

federated-learning-1

A Keras implementation of FederatedAvergaing [McMahan, Brendan, et al. 2017] and Lazily Aggregated Stochastic Gradients [Chen, Tianyi, Yuejiao Sun, and Wotao Yin. 2020]

federated-learning-pytorch

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

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

genderclassification

pytorch implementation of gender classification and real-time gender classification

git_project_2

good-books

ijcai-2019

interview

总结一下面试常考的算法题，希望可以帮助每一位想要提升自己面试能力的同学。对于每一道算法题会总结代码、时间复杂度以及一些好的blog

introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

my-blog

马云云在Github的学习片段