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academic-kickstart

all-of-statistics

Self-study on Larry Wasserman's "All of Statistics"

awesome-dl4nlp

A curated list of awesome Deep Learning for Natural Language Processing resources

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

bayes-nn

Lecture notes on Bayesian deep learning

bayes_wide_deep

Bayesian wide and deep model for multiclass classification

bayesbinn

Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

bayesian-naive-bayes-using-dirichlet-prior

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bayesiandeeplearning

bdl-benchmarks

Bayesian Deep Learning Benchmarks

bert

birnn-language-model-tf

Tensorflow implementation of Bi-directional RNN Langauge Model

classimbalancelearning

This is the implementation code for the paper "Trainable Undersampling for Class-Imbalance Learning" published in AAAI2019

clinical-notes-diagnosis-dl-nlp

clinical_notes_classification

To interpret healthcare data in the plain text format so that the meaningful patient health information in these plain text clinical notes can be automatically extracted and clinically actionable values can derived out of it.

clinlp

Preliminary results for clinical notes classification

contrastive-learning-nlp-papers

Paper List for Contrastive Learning for Natural Language Processing

cse6250-project

Experiments with hierarchical ensembles for ICD-9 labeling from clinical text

dealing-with-imbalanced-data

Using Imblearn To Tackle Imbalanced Data Sets

deepfrench

NLP French language model implementing ULMFiT

dr-ann

A web based system that uses deep learning to diagnosis patients based on their clinical notes

drbayes

Code Repo for "Subspace Inference for Bayesian Deep Learning"

effectivepytorch

PyTorch tutorials and best practices.

elstm-dbrnn

official tensorflow implementation of "On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network"

english-spanish-translation-switch-transformer

English Spanish Translation Model with Switch Transformer

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

focal_loss_keras

Multi-class classification with focal loss for imbalanced datasets

french-plays-classification