aficionadoai's repositories
HuBMAP_Hacking_the_Kidney
223rd place solution to the HuBMAP
3d-Unet3plus_glioma_segmentation
glioma segmentation of multi-model MRI scans
adjacent-encoder
Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"
aficionado.ai
Aficionado AI Blog
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
Bart_T5-summarization
Summarization Task using Bart and T5 models.
clinical-concepts
Discovering Related Clinical Concepts using Large Amounts of Clinical Notes. An unsupervised graphical approach to mine related concepts by leveraging the volume within large amounts of clinical notes.
COVID-19-BERT-ResearchPapers-Semantic-Search
BERT semantic search engine for searching literature research papers for coronavirus covid-19 in google colab
deepaugment
Discover augmentation strategies tailored for your dataset
google-research
Google Research
HubMap
Kaggle HubMap
learning-to-smell-baseline
Baseline solution for Learning to smell Challenge
Mallet
MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
MIScnn
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
ml-lessons
Intro to deep learning for medical imaging lesson, by MD.ai
one_cycle_lr-tensorflow
OneCycle LearningRateScheduler & Learning Rate Finder for TensorFlow 2.
open-solution-home-credit
Open solution to the Home Credit Default Risk challenge :house_with_garden:
open-solution-mapping-challenge
Open solution to the Mapping Challenge :earth_americas:
outliernmf
Outlier Detection for Text Data
pytorch-beautiful-ml-data
PyData Global Tutorial on Data Patterns and OOP abstractions for Deep Learning using PyTorch
SegGradCAM
SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping
StainTools
Tools for tissue image stain normalisation and augmentation in Python 3
talks
Talks at PyData Bangalore meetups
Toxic-Comment-Classification
Multi-label text classifier for detecting different types of of toxicity like threats, obscenity, insults, and identity-based hate.
UNet-CRF-RNN
Edge-aware U-Net with CRF-RNN layer for Medical Image Segmentation
Unet_Brain_tumor_segmentation
Deep learning Brain tumor segmentation, BRATS2019