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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

asta

An AI, BigData for Stopping Traffic Accidents solution

awesome-mlss

List of summer schools in machine learning + related fields across the globe

churn_prediction

Data Mining Project

coursework

summer school coursework

credit_risk_analysis

Credit Risk Analysis Project based on the book "Credit Risk Analysis" by Bart Baesens

cs231n.github.io

Public facing notes page

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

data-science--cheat-sheet

Cheat Sheets

data_bootcamp

Materials for a course at NYU Stern using Python to study economic and financial data.

dataviz

A book covering the fundamentals of data visualization.

ebookmlcb

ebook Machine Learning cơ bản

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

game_of_thrones

Game of thrones script Dataset.

goodrich

The source code for 'Data Structures and Algorithms in Python' by Goodrich, Tamassia, Goldwasser

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

kubeflow_pipelines

This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.

lxmls2020

The 10th Lisbon Machine Learning School 2020 materials

machine-learning-yearning-vietnamese-translation

materials

Materials for DLinNLP

passgan

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

password-data

CSV files containing password data using in my Analyzing Pwned Passwords with Apache Spark talk and blog post

passwordcracking

Experimenting with PassGAN for password cracking

pipelines

Machine Learning Pipelines for Kubeflow

plato-research-dialogue-system

This is the Plato Dialogue System, a flexible platform for developing conversational AI agents.

pycon-ua-2018

Talk at PyCon UA 2018 (Kharkov, Ukraine)

python_tutorials

Python tutorials in both Jupyter Notebook and youtube format.

seclists

SecLists is the security tester's companion. It's a collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, sensitive data patterns, fuzzing payloads, web shells, and many more.

shortest_path