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Xuanyang Lin's Projects

-pytorch- icon -pytorch-

【PyTorch】手把手教你跑通第一个神经网络

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! 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, ... 🧠

coral-pytorch icon coral-pytorch

CORAL and CORN implementations for ordinal regression with deep neural networks.

leetcode icon leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

mimic_extract icon mimic_extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

mmf icon mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

multi-scale-bert-aes icon multi-scale-bert-aes

Demo for the paper "On the Use of BERT for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation"

multi-tasking_learning_with_unreliable_labels icon multi-tasking_learning_with_unreliable_labels

Extending the NLNN algorithm proposed by Bekker & Goldbergers in a Multi-tasking Learning set-up to handle noisy labels. In order to extend low-resource data we often used artificial annotators. In this following setup we aim to generate clean training labeled data from artificial annotators.

multiobj-rationale icon multiobj-rationale

Multi-Objective Molecule Generation using Interpretable Substructures (ICML 2020)

resume icon resume

个人中文简历 Latex 源码 https://hijiangtao.github.io/

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