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Soyeon Kim's Projects

advancedml icon advancedml

Reading list for the Advanced Machine Learning Course

awesome-dl-projects icon awesome-dl-projects

This is a collection of the code that accompanies the reports in The Gallery by Weights & Biases.

debiaswe icon debiaswe

Remove problematic gender bias from word embeddings.

few-shot icon few-shot

Repository for few-shot learning machine learning projects

gct634-2019 icon gct634-2019

GCT634 Musical Applications of Machine Learning Homework

graph-rcnn.pytorch icon graph-rcnn.pytorch

Pytorch code for our ECCV 2018 paper "Graph R-CNN for Scene Graph Generation" and other papers

hypercl icon hypercl

Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fine-tuned for every task, that doesn't require an increase in the number of trainable weights and is robust against catastrophic forgetting.

interview_question_for_beginner icon interview_question_for_beginner

:boy: :girl: Technical-Interview guidelines written for those who started studying programming. I wish you all the best. :space_invader:

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

niid-bench icon niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study

optml_course icon optml_course

EPFL Course - Optimization for Machine Learning - CS-439

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