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Posts

Tutorial jupyter notebook and Fastpages

A tutorial of fastpages for Jupyter notebooks.

May 12, 2022
Machine Learning with Graph - Preliminaries part 2

This notebook covers network properties and some random graph models. Primary source is from Standford CS224W course.

Jun 13, 2020
Machine Learning with Graph - Preliminaries part 1

This notebook covers introduction about graphs, its basic concepts and how to represent a graph. Primary source is from Standford CS224W course.

May 27, 2020
How Tesla uses neural network at scale in production

This notebook summarizes the recent spectacular talk of Andrej Kaparthy showing how Tesla is using neural network at scale in production.

Apr 30, 2020
Pytorch part 2 - neural net from scratch

This notebook will create and train a very simple model from scratch and then gradually refactor it using built-in pytorch modules.

Mar 22, 2020
Pytorch part 1 - tensor and Pytorch tensor

This notebook introduces fundamental pieces of neural network such as tensors, Pytorch tensor operation, GPU, CUDA.

Mar 22, 2020
Singapore, quan sát và suy ngẫm

Oct 7, 2019
Data Science workflow recommendation

A workflow recommended for data science.

May 10, 2019
Predict house price in America

Analyse and predict on house price dataset.

Sep 15, 2017
Kaggle competition - titanic machine learning from disaster

Analyse and predict on titanic dataset.

Aug 20, 2017