Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Short course about self-driving cars

Fast and easy exoplanet transit light curve modelling.

Baking Machine Learning into Great British Bake Off

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

Updated code for the Learning Data Mining With Python book

Tutorial on Using Pandas

Deep Learning From Scratch

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.

Sample code for Channel 9 Python for Beginners course

Bayesian Analysis with Python - Second Edition, published by Packt

cs231n assignments sovled by https://ghli.org

本Repository为中国人民大学朝乐门老师开源课程——《数据科学导论》

Collection of examples and recipes for Plots.jl

Basic LRP implementation in PyTorch

Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow

SVM, FastText, TextCNN, BiGRU, CNN-BiGRU在短分本分类上的对比

基于Python的申请信用评分卡模型分析