Dilip Thiagarajan's repositories
word2vec-pytorch
Implementation of word2vec in PyTorch
ptb-xl-research
Deep learning with the PTB-XL dataset, leveraging advances in CV.
simclr_pytorch
A lightweight implementation of the SimCLR unsupervised training framework in PyTorch.
breakhis_gp
CS 6670 Final Project
breakhis_gradcam
Using GradCAM on the BreaKHis dataset
dynamic_unet
Dynamic U-Nets with PyTorch for image segmentation.
image_machine_learning_exercises
Implementation of some neural network algorithm and the codes to run on BreakHis Datasets
self_attention_embeddings
Course project for CS 6788
4701_project
Using autoencoders to learn NBA data.
pytorch_semantic_segmentation
Various approaches for semantic segmentation
coal-hmm-simplification
Final project for CS 4775, Fall 2017.
genomic-jungles
Data analysis of datasets containing genomic information to surmise interactivity between genomic elements.
linear_book
LaTeX and other build files for a linear algebra book I'm writing.
metrics
Machine learning metrics for distributed, scalable PyTorch applications.
selective-importing
Examples of how to have a monolithic repository with implementations of things that should / shouldn't be imported in production.
stanford_algo_coursera
Contains my work for the design and analysis course offered by Stanford on Coursera.
stanford_ml_coursera
Stanford's Machine Learning course offered on Coursera.
technical_blog
Technical blog generated from fastpages. github.com/fastai/fastpages
torchstain
Pytorch stain normalization tools for histological analysis and computational pathology