normalct's repositories
metric-learn
Metric learning algorithms in Python
2019-hst-953
Materials for 2019 HST953 Course.
AIX360
Interpretability and explainability of data and machine learning models
autoclint
A specially designed light version of Fast AutoAugment
chestX-ray-14
Segmentation Guided Thoracic Classification
CheXNet
A pytorch reimplementation of CheXNet
CheXNet-with-localization
Weakly Supervised Learning for Findings Detection in Medical Images
CheXpert-Challenge
Code for CheXpert Challenge 2019 Top 1 && Top 2 solution
CheXpert_challenge_2019
Code for CheXpert Challenge 2019 [Top 2(07/24/2019)]
copulae
Multivariate data modelling with Copulas in Python
deep-explanation-penalization
Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584
disentanglement_lib
disentanglement_lib is an open-source library for research on learning disentangled representations.
faiss
A library for efficient similarity search and clustering of dense vectors.
featuretools
An open source python library for automated feature engineering
inplace_abn
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
keras-applications
Reference implementations of popular deep learning models.
mctx
Monte Carlo tree search in JAX
medical-imaging-datasets
A list of Medical imaging datasets.
mimic-cxr
Code, documentation, and discussion around the MIMIC-CXR database
netron
Visualizer for neural network, deep learning and machine learning models
pggan-pytorch
:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:
probability
Probabilistic reasoning and statistical analysis in TensorFlow
pytorch-lightning
Rapid research framework for PyTorch. The researcher's version of Keras
PytorchDigitalPathology
An implementation of Unet for pytorch designed for digital pathology segmentation
rvinecopulib
R interface to the vinecopulib C++ library
stan
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
umap
Uniform Manifold Approximation and Projection
vcae
Vine Copula Autoencoders
VineCopula
Statistical inference of vine copulas