Amanda Zou's repositories
master-machine-learning-algorithms
This is a repository for notes and codes of reading the book --- Jason Brownlee Master Machine Learning Algorithms
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
machine-learning-systems-design
A booklet on machine learning systems design with exercises
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
data-science-interviews
Data science interview questions and answers
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
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
Awesome-RSPapers
Recommender System Papers
CLIP
Contrastive Language-Image Pretraining
covid-19-data
An ongoing repository of data on coronavirus cases and deaths in the U.S.
data-matching-software
A list of free data matching and record linkage software.
dedupe
:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.
deduplication-slides
"1 + 1 = 1 or Record Deduplication with Python" Jupyter Notebook
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Empirical-Study-of-Entity-Resolution-Using-Word-Embedding
Performed entity resolution/record linkage using different types of word embedding techniques on E-Commerce datasets.
game-theory-attribution
Data-Driven Marketing Attribution
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
openai-cookbook
Examples and guides for using the OpenAI API
record-linkage-resources
Resources for tackling record linkage / deduplication / data matching problems
record-linkage-tutorial
A tutorial on entity resolution (record linkage or de-duplication)
RecSysDatasets
This is a repository of public data sources for Recommender Systems (RS).
sparse_dot_topn
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
string_grouper
Super Fast String Matching in Python