Shubham Kumar's repositories
slick-portfolio-svelte
Vercel-like style portfolio template for developers.
respr
Extracting Respiratory Rate with Uncertainty Estimates from Photoplethysmograph Using Probabilistic Deep Neural Networks
opencv
Open Source Computer Vision Library
road_segmentation
Road Segmentation (Satellite Images) [Computational Intelligence Lab]
RRest
Algorithms to estimate respiratory rate from physiological signals
PoseLib
Minimal solvers for calibrated camera pose estimation
TheAlgorithms-Python
All Algorithms implemented in Python
ml4hc_nlp
Machine Learning for Healthcare : PubMed Medical Document Analysis
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.
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.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
glow
Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
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.
BERT-for-RRC-ABSA
code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"
oracle-db-examples
Examples of applications and tool usage for Oracle Database
Decision_Tree
Simple implementation of Decision Tree and Pruning. Has working examples on two datasets for demonstration.