David Siqi Liu's repositories
sparklyclean
Optimal distributed data deduplication and supervised learning pipeline using Apache Spark
twitter-streaming
Real-Time Twitter Streaming and Analytics using Apache Flink
yelp-sentiment-analysis
Ablation study on text preprocessing techniques, empirical comparison of ML/DL models
cs848-ml-solutions-to-data-cleaning
Paper reviews and presentations for W2020 CS 848 - Machine Learning Solutions to Data Cleaning
review-dynamics-openstack
A case study on OpenStack to understand review dynamics in open-source software and its impact on software quality
sentence-ordering
Re-order given set of sentences using BERT
algorithms
Collection of various algorithms
algos-from-scratch
ML/DL algorithms from scratch
multi-source-domain-adaptation
VisDA 2019 challenge - Multi-Source Domain Adaptation of Image Classification
elements_of_programming_interviews
EPI Judge - Preview Release
islr
Exercise solutions to An Introduction to Statistical Learning with Applications in R
mediapipe
MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.
mediapipe_multi_hands_tracking_aar_example
MediaPipe multi-hand tracking gpu demo with MediaPipe's Android archive library
miniboone
Capstone project for SCS3253 UoT Machine Learning Winter 2019
pandas_exercises
Practice your pandas skills!
project_kojak
Training a Neural Network to Detect Gestures and Control Smart Home Devices with OpenCV in Python
pydriller
Python Framework to analyse Git repositories
scs3253-intro-to-ml
UofT Continuing Studies - Machine Learning