Source material for Data Science for Telecom Tutorial at Strata Singapore 2015

kmeans using PyTorch

Code and examples from Business Data Science

Introduction to Chemical Engineering Analysis

Lecture Notes for Linear Algebra Featuring Python

Hands-on Exploratory Data Analysis with Python, published by Packt

Convolutional Neural Network based regression approach for estimating machinery's remaining useful life

Machine Learning Sound Classifier

Code for paper in CVPR2019, 'Attentive Feedback Network for Boundary-aware Salient Object Detection'

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

The Numenta Anomaly Benchmark

Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)

A re-implementation of mtcnn. Joint training, tutorial and deployment together.

Tutorial teaching the basics of Keras and some deep learning concepts

A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)

Deep learning and Reinforcement learning lecture and course work

ALAD (Proceedings of IEEE ICDM 2018) official code