daru-view is for easy and interactive plotting in web application & IRuby notebook. daru-view is a plugin gem to the existing daru gem.

Analyzing stock market trends using several different indicators in quantum finance. I explore machine learning and standard crossovers to predict future short term stock trends.

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

Updated code for the Learning Data Mining With Python book

Fast and easy exoplanet transit light curve modelling.

Baking Machine Learning into Great British Bake Off

Material for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request

High Frequency Trading

COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.

Basic LRP implementation in PyTorch

Collection of examples and recipes for Plots.jl

cs231n assignments sovled by https://ghli.org

Deep Learning From Scratch

Scripts to aid in the manipulation of electromagnetic radiation (for use with gnu_radio and SDR).

Bayesian Analysis with Python - Second Edition, published by Packt

Duke-Tsinghua Machine Learning Summer School 2017

Sample code for Channel 9 Python for Beginners course

Short course about self-driving cars

基于Python的申请信用评分卡模型分析