Anil B. Gavade's repositories
100-Days-Of-DataScience
I'm Punith V T, diving into a 100-day data science immersion from Python fundamentals to real-world applications. This space will be a live documentation of my journey, where code meets curiosity. Let's connect, learn, and code together. Click ⭐ on GitHub to stay tuned for updates on my work!
ASAP
Program for the analysis and visualization of whole-slide images in digital pathology
awesome-public-datasets
A topic-centric list of HQ open datasets.
Awesome-Transformer-in-Medical-Imaging
[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
bonus
Official implementation of the paper "BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels"
breast-epithelium-segmentation
🌸 Breast epithelium segmentation through IHC-guided supervision
deepslide
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
EEG-Datasets
A list of all public EEG-datasets
GCVit
[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
MachineLearning-DeepLearning-Code-for-my-YouTube-Channel
The full collection of all codes for my Youtube Channel segregated as per topic.
matplotlib
matplotlib: plotting with Python
MDMIL
Against Tumor Heterogeneity: Multiplex-Detection-Based Multiple Instance Learning for Whole Slide Image Classification
patch-mix_contrastive_learning
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)
pathology-whole-slide-data
A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
privit
Vision Transformer for fast private inference
scikit-learn
scikit-learn: machine learning in Python
segment-anything-medical-evaluation
Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis
simple-linear-regression-notebook
Simple demo of linear regression built with numpy in a jupyter notebook.
Speech_MRI_2D_UNet
Deep-learning-based segmentation of 2D real-time magnetic resonance images of the vocal tract during speech
SRGAN
A PyTorch implementation of SRGAN
ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tutorials
MONAI Tutorials
ViT
ABG_Vision Transformer
ViT_29122023
Transformers