CathyQian's repositories
cathyqian.github.io
My personal website
Data-Structures-and-Algorithms
A collection of efforts to master computer science data structures and algorithms
the-algorithm
Source code for Twitter's Recommendation Algorithm
LyricsGeneration_Markovchain
Use Markovchain to generate lyrics based on probability
ML_Notes
Quick recall notes and tutorial links for various Math, Machine learning and Deep Learning concepts. Basically, links from where my understanding was maximized.
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
machine-learning-interview
Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
applied-ml
đź“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.
The-NLP-Pandect
A comprehensive reference for all topics related to Natural Language Processing
Ranking_Papers
Papers on recommendation system / search ranking.
minima
Minima is a one-size-fits-all Jekyll theme for writers.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Machine-Learning-System-Design
A collection of useful resources for Machine Learning System Design
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
interviews
Everything you need to know to get the job.
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
Data_Science
Includes most efforts in my data science journey
learning-hadoop-and-spark
Companion to Learning Hadoop and Learning Spark courses on Linked In Learning
machine-learning-systems-design
A booklet on machine learning systems design with exercises
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
urlnorm
Convert URL's to a normalized unicode format
kingpin
KingPin is the toolset used at Pinterest for service discovery and application configuration.
Data_Science_Projects
This folder contains most of my independent data science projects.
temperature-scaling-tensorflow
On Calibration of Modern Neural Networks - tensorflow implementation
Raspberry_Simulation
This repository contains computation simulation and data visualization projects I did during my PhD research.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
TakeHomeDataChallenges
My solution to the book <A collection of Data Science Take-home Challenges>