samjrx Goto Github PK
Name: Sam Xu
Type: User
Company: Oregon State University
Sam Xu's Projects
algorithm_interview_notes-chinese
2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。
cheatsheets
RStudio Cheat Sheets
cs229t
Statistical Learning Theory (CS229T) Lecture Notes
datacamp-python-data-science-track
All the slides, accompanying code and exercises all stored in this repo. 🎈
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
ds-take-home
My solution to the book A Collection of Data Science Take-Home Challenges
eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
gsql-graph-algorithms
GSQL Graph Algorithms
intro2stats
Introduction to Statistics using Python
latex-workshop
Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
machine-learning-interview-questions
This repository is to prepare for Machine Learning interviews.
machine-learning-scientist-with-python-by-datacamp
Python programming skill set with the toolbox to perform supervised, unsupervised, and deep learning, learn how to process data for features, train your models, assess performance, and tune parameters for better performance. natural language processing, image processing, and popular libraries such as Spark and Keras.
ml-from-scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
pandas_exercises
Practice your pandas skills!
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
python-for-probability-statistics-and-machine-learning-2e
Second edition of Springer Book Python for Probability, Statistics, and Machine Learning
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
pytorchtutorial
PyTorch Tutorials from my YouTube channel
quick-sql-cheatsheet
A quick reminder of all SQL queries and examples on how to use them.
shiny.rstudio.com-tutorial
Slides and exercises for the video tutorial at https://shiny.rstudio.com/tutorial/
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