AdriandLiu
Passionate on Data Science | Machine Learning | Deep Learning | Problem-solving
Data Mining and Security (DMaS)Montreal
Pinned Repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
ANZ-Data-Competition
Top ten of eighty-two teams
Cheatsheet-Common-ML-Models
Quickly review the common machine learning models with a short description
Implementation-Gradient-Descent-with-Numpy
Implement GD from scratch/Numpy in Logistics and Naive Bayes
Implementation-of-MLP-with-Numpy
Implementation of Multi-Layer Perceptron with Numpy and CNN with PyTorch in Image Classification
Info-490-Advanced-Data-Science
Interview-Preparation
Frequent interview questions for Data Scientist/Analyst
Machine-Learning-Notes
Machine Learning Notes from courses and projects
Neural-Decoding-Project
Hippocampus spike activity related to the depression-related behaviors after stress. Propose the stress determinator
Stat-430-Statistical-Learning
AdriandLiu's Repositories
AdriandLiu/Interview-Preparation
Frequent interview questions for Data Scientist/Analyst
AdriandLiu/Neural-Decoding-Project
Hippocampus spike activity related to the depression-related behaviors after stress. Propose the stress determinator
AdriandLiu/Cheatsheet-Common-ML-Models
Quickly review the common machine learning models with a short description
AdriandLiu/Machine-Learning-Notes
Machine Learning Notes from courses and projects
AdriandLiu/120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
AdriandLiu/Stat-430-Statistical-Learning
AdriandLiu/ANZ-Data-Competition
Top ten of eighty-two teams
AdriandLiu/Implementation-Gradient-Descent-with-Numpy
Implement GD from scratch/Numpy in Logistics and Naive Bayes
AdriandLiu/Implementation-of-MLP-with-Numpy
Implementation of Multi-Layer Perceptron with Numpy and CNN with PyTorch in Image Classification
AdriandLiu/appsync-resolvers
AWS AppSync Resolvers for GraphQL using AWS Lambda functions in Go.
AdriandLiu/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
AdriandLiu/BombardierHackathonMobileApp
This is the repo for Bombardier Hackathon Mobile App, use React Native as front-end
AdriandLiu/COMP551-Winter2020
Projects for COMP 551 Winter 2020
AdriandLiu/CS224N-NLP-Notes
Stanford CS 224N NLP Study Notes
AdriandLiu/Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
AdriandLiu/Deep-Learning-Notes
AdriandLiu/DI-engine
OpenDILab Decision AI Engine
AdriandLiu/ds-cheatsheets
List of Data Science Cheatsheets to rule the world
AdriandLiu/Intro-to-Computer-Science
AdriandLiu/machine-learning-course
:speech_balloon: Machine Learning Course with Python:
AdriandLiu/Natural-Language-Classification
Natural Language Processing for IMDB reviews and 20Newsgroup news with multiple ML models
AdriandLiu/pygame
pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.
AdriandLiu/software-development-processes-and-methodologies
Software Development Lifecycle Specialization
AdriandLiu/sophi-for-wordpress
WordPress VIP-compatible plugin for the Sophi.io Site Automation service.
AdriandLiu/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
AdriandLiu/stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
AdriandLiu/Sunrise-Futures-Competition
Winner Solution April 2017 UIUC
AdriandLiu/Synchrony-Datathon
Top 5 Solution April 2018 UIUC
AdriandLiu/the-algorithm
Source code for Twitter's Recommendation Algorithm
AdriandLiu/webull
Unofficial APIs for Webull.