Tarun Narayanan's repositories
gnatss
Community Seafloor Global Navigation Satellite Systems - Acoustic (GNSS-A) Transponder Surveying Software
annoy-sim-search
test repo
Document-Dewarping-with-Control-Points
Document Dewarping with Control Points
SimCLR-CIFAR10
Pytorch SimCLR on CIFAR10 (92.85% test accuracy)
Self-Supervised-Learner
Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.
SpaceForceDataSearch
A tool to help scientists using satellite imagery of specific phenomena to find similar images to rapidly curate a dataset for scientific studies
create-ml-app
Template Makefile for ML projects in Python.
PyTorch_CIFAR10
Pretrained TorchVision models on CIFAR10 dataset (with weights)
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
early-stopping-pytorch
Early stopping for PyTorch
NSGIF
đź”® iOS Library for converting videos to animated GIFs.
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
SimCLR-1
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
PyTorch-BYOL
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
keras-vis
Neural network visualization toolkit for keras
lbtoolbox
My personal toolbox for doing datascience (especially deep learning) in python.
A-December-of-Algorithms-2019
Welcome to another year of A December of Algorithms. This is a small collection of algorithms to implement this December. Finish it all to get a certificate. :christmas_tree:
keras-maskrcnn
Keras implementation of MaskRCNN object detection.
autoencoder
A simple, easy-to-use and flexible auto-encoder neural network implementation for Keras
Python
All Algorithms implemented in Python
AutoOut
Automated Outlier Detection and Treatment Tool
keras
Deep Learning for humans
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Math_by_Richard_Feynman
A repo of curated links to Math lectures by Prof. Richard Feynman