Shubham Kumar's repositories

slick-portfolio-svelte

Vercel-like style portfolio template for developers.

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respr

Extracting Respiratory Rate with Uncertainty Estimates from Photoplethysmograph Using Probabilistic Deep Neural Networks

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opencv

Open Source Computer Vision Library

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road_segmentation

Road Segmentation (Satellite Images) [Computational Intelligence Lab]

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3d-vision

Improving Relative Pose Estimation by Estimating Gravity

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RRest

Algorithms to estimate respiratory rate from physiological signals

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PoseLib

Minimal solvers for calibrated camera pose estimation

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TheAlgorithms-Python

All Algorithms implemented in Python

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ml4hc_nlp

Machine Learning for Healthcare : PubMed Medical Document Analysis

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ml4hc_time_series

Time Series Classification on Datasets taken from kaggle: - Arrhythmia Dataset: - two different files (mitbih_train and mitbih_test) - 109446 samples and 5 classes ['N': 0, 'S': 1, 'V': 2, 'F': 3, 'Q': 4] - [N: Normal beat, S: Supraventricular premature beat, V: Premature ventricular contraction, F: Fusion of ventricular and normal beat, Q: Unclassifiable beat] - The PTB Diagnostic ECG Database: - two different files (ptbdb_abnormal and ptbdb_normal) - 14552 samples and 2 classes (MI or normal) - All the samples are cropped, downsampled and padded with zeros if necessary to the fixed dimension of 188. - This dataset consists of a series of CSV files. Each of these CSV files contain a matrix, with each row representing an example in that portion of the dataset. The final element of each row denotes the class to which that example belongs.

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DRA

Official PyTorch implementation of the paper “Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection”, open-set anomaly detection, few-shot anomaly detection.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

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openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 85 supported car makes and models.

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BERT-for-RRC-ABSA

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

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oracle-db-examples

Examples of applications and tool usage for Oracle Database

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Decision_Tree

Simple implementation of Decision Tree and Pruning. Has working examples on two datasets for demonstration.

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