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Jae Sohn's Projects

pytorch-ensembles icon pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

recbole icon recbole

A unified, comprehensive and efficient recommendation library

sasrec icon sasrec

SASRec: Self-Attentive Sequential Recommendation

sentence-vae icon sentence-vae

PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

tabnet icon tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

text-summarization-repo icon text-summarization-repo

텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.

tisasrec icon tisasrec

TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.

transformer icon transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

tsai icon tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

wakesleep icon wakesleep

The wake-sleep algorithm for unsupervised neural networks

word_embedding icon word_embedding

Sample code for training Word2Vec and FastText using wiki corpus and their pretrained word embedding..

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