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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

bdann-ijcnn2020

Source code for IJCNN 2020 paper "BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection"

cs224n

Solutions for CS224n (2022)

cs231n

Shortest solutions for CS231n 2021-2023

deepdig

Improving Intrusion Detectors by Crook-sourcing

echo-chamber-detection

Repository to reproduce "Cascade-based Echo Chamber Detection" accepted at CIKM2022

gan_honeyflow

grokking-deep-learning

this repository accompanies the book "Grokking Deep Learning"

llms_for_css

long-term-inequality-recsys

Code and supplementary material for "Exposure Inequality in People Recommender Systems: The Long-Term Effects", ICWSM 2022

mit-cs-math-6042-fall-2010-problems

MIT CS 6.042 opencourseware Fall 2010 problems + solutions

mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

oral-exam

prod-icwsm2022

People Recommender Systems in Opinion Dynamics models

relationships

Official repository for the ICWSM '21 paper "More than meets the tie: Examining the Role of Interpersonal Relationships in Social Networks"

relationships-shocks

Official repository for the ICWSM'23 paper "Analyzing the Engagement of Social Relationships During Life Event Shocks in Social Media"

socnormnli

test_sonarcloud

understanding-cot