Tarun Narayanan's repositories

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DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

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simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

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SpaceForceDataSearch

A tool to help scientists using satellite imagery of specific phenomena to find similar images to rapidly curate a dataset for scientific studies

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toy_dali

sample debug repository for NVIDIA DALI

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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:

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annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

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autoencoder

A simple, easy-to-use and flexible auto-encoder neural network implementation for Keras

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AutoOut

Automated Outlier Detection and Treatment Tool

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create-ml-app

Template Makefile for ML projects in Python.

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Document-Dewarping-with-Control-Points

Document Dewarping with Control Points

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early-stopping-pytorch

Early stopping for PyTorch

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gnatss

Community Seafloor Global Navigation Satellite Systems - Acoustic (GNSS-A) Transponder Surveying Software

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keras

Deep Learning for humans

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keras-maskrcnn

Keras implementation of MaskRCNN object detection.

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keras-vis

Neural network visualization toolkit for keras

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lbtoolbox

My personal toolbox for doing datascience (especially deep learning) in python.

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Math_by_Richard_Feynman

A repo of curated links to Math lectures by Prof. Richard Feynman

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NSGIF

đź”® iOS Library for converting videos to animated GIFs.

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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

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PyContrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

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Python

All Algorithms implemented in Python

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PyTorch-BYOL

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

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PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

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Self-Supervised-Learner

Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.

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SimCLR-1

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

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SimCLR-CIFAR10

Pytorch SimCLR on CIFAR10 (92.85% test accuracy)

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SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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