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Ian Liu's Projects

aijack icon aijack

reveal the vulnerabilities of machine learning models

awesome-llm-tabular icon awesome-llm-tabular

Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data

covid-19 icon covid-19

Novel Coronavirus 2019 time series data on cases

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

depix icon depix

Recovers passwords from pixelized screenshots

ds-career-resources icon ds-career-resources

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

ds7406 icon ds7406

DS7406 - Machine Learning Systems course repository

federated-ml icon federated-ml

Detect anomalies in network traffic data using Federated Machine Learning technique.

homomorphic-encryption-and-federated-learning-based-privacy-preserving-cnn-training- icon homomorphic-encryption-and-federated-learning-based-privacy-preserving-cnn-training-

Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing techniques, has been started to use for the improvement of the privacy and security of medical data. In the federated learning, the training data is distributed across multiple machines, and the learning process

interesting-python icon interesting-python

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

latex-templates icon latex-templates

A concise set of Latex templates that serves a small set of needs - CV, Essays, Articles and Problem Sets

marketing-data-science icon marketing-data-science

Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).

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