Pinned Repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
AdaptiveGPFlow
Non stationary Gaussian Process (with Heterscedastic Noise)
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
awesome-visual-relationship-detection
A curated list of visual relationship detection and related area resources
Bayesian-Optimization
Reference implementation of Optimistic Expected Improvement.
GPPrefElicit
Unimodal Gaussian Process based preference elicitation (UGP-PE)
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
uq-course
An introduction to uncertainty quantification
nawalgao's Repositories
nawalgao/AdaptiveGPFlow
Non stationary Gaussian Process (with Heterscedastic Noise)
nawalgao/GPPrefElicit
Unimodal Gaussian Process based preference elicitation (UGP-PE)
nawalgao/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
nawalgao/awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
nawalgao/awesome-visual-relationship-detection
A curated list of visual relationship detection and related area resources
nawalgao/BayesianModelCalibration
nawalgao/colab-convert
Convert .ipynb to HTML
nawalgao/colab-pdf
Simple script to download your colab ipynb as a pdf using nbconvert
nawalgao/data-analytics-se
Handout repository for the course "Data Analytics for Scientists and Engineers" at Purdue University.
nawalgao/Deep-Learning-for-Tracking-and-Detection
Collection of papers and other resources for object tracking and detection using deep learning
nawalgao/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
nawalgao/GNN_for_EHR
Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"
nawalgao/GPActToPref
Learning preferences through actions
nawalgao/GPPrefLearn
Learning preferences of occupants/humans via pairwise comparison queries
nawalgao/hardhat-detector
A convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.
nawalgao/hat
Overcoming catastrophic forgetting with hard attention to the task
nawalgao/helmet-detection
Helmet Detection on Construction Sites
nawalgao/Image-Captioning
Image Captioning with Keras
nawalgao/ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
nawalgao/keras-maskrcnn
Keras implementation of MaskRCNN object detection.
nawalgao/keras-retinanet
Keras implementation of RetinaNet object detection.
nawalgao/Keras-RetinaNet-for-Open-Images-Challenge-2018
Code for 15th place in Kaggle Google AI Open Images - Object Detection Track
nawalgao/keras-yolo3
Training and Detecting Objects with YOLO3
nawalgao/lets-do-irl
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
nawalgao/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
nawalgao/models
Models and examples built with TensorFlow
nawalgao/Phantom
A Multi-agent reinforcement-learning simulator framework.
nawalgao/ReferringRelationships
nawalgao/RetinaNet
Keras implementation of RetinaNet for object detection and visual relationship identification
nawalgao/talks
Talks from Neil Lawrence