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Yejia Liu's Projects

agem icon agem

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

babywalk icon babywalk

PyTorch code for the ACL 2020 paper: "BabyWalk: Going Farther in Vision-and-Language Navigationby Taking Baby Steps"

buc icon buc

Implementation of Bottom-Up Computation of Sparse and Iceberg CUBEs algorithm

ca_electricty_price_prediction_neural_net icon ca_electricty_price_prediction_neural_net

Time series regression models using ARIMA, SARIMAX, and Recursive Neural Network to predict day-ahead and hour-ahead California wholesale electricity prices. Features include demand forecasts, NOAA weather station data, and CA Dept. of Water Resources reservoir water level hourly observation.

caffe icon caffe

Caffe: a fast open framework for deep learning.

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

dataset-ssvep-exoskeleton icon dataset-ssvep-exoskeleton

SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either controlled with a touchless interface detecting hand poses or with BCI.

dbsystems icon dbsystems

CMPT 843: Traditional vs. Modern Database Systems (SFU, Spring 2017)

directedgrapth icon directedgrapth

Some operations for Directed Graph,e.g.find route between nodes

eeg-classification icon eeg-classification

Implement simple EEG classification models which are EEGNet, DeepConvNet with BCI competition dataset

gpm icon gpm

Official Code Repository for "Gradient Projection Memory for Continual Learning"

ivln icon ivln

Implementation (R2R part) for the paper "Iterative Vision-and-Language Navigation"

jdbc_mysql icon jdbc_mysql

Implementation of Select,Insert,Update,Delete operation through JDBC based on MySQL Driver

mammoth icon mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

myqueue icon myqueue

Using Stack to realize queue(showing the usage of template in java)

project_sunroof_india icon project_sunroof_india

Analyzed Google Satellite images to generate a report on individual house rooftop's solar power potential

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