chm85 Goto Github PK

bootstrap-5-admin-template

Template for admin dashboards, control panels, reports, and others. Built with the latest Bootstrap 5 & Material Design.

chefboost

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python

cookiecutter-test

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

cookiecutter_data_science

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

customer-analytics

This repo hosts the course content of Customer Analytics, taught at Tilburg University by George Knox last taught Fall 2021.

customer-lifetime-prediction-using-python

What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.

data-apps

A collection of application which are built on open source technologies/frameworks like R Shiny, Plotly-Dash, Flask.

deep-learning-illustrated

Deep Learning Illustrated (2020)

ecommerce-sales-analysis

Customer Lifetime Value, Returns Predictions, Recommender system and sales analysis on UC Irvine online sales dataset.

fastapi-web-starter

A static simple website ready to deploy using FastAPI and Bootstrap 5

feature_engineering_session_dhs18

Contains code and presentation for my interactive hack session, 'Effective Feature Engineering: A Structured Approach to Building Better Machine Learning Models' where we look at two interesting case studies on how to effectively leverage feature engineering and use a structured approach to build good machine learning models. This is created for the purpose of being presented in Analytics Vidhya's DataHack Summit 2018

gha-checklist-badges

github-slideshow

A robot powered training repository :robot:

list-of-us-states

List of US States in various Rails friendly formats

microsoft-learning-paths-databricks-notebooks

Contains notebooks used in the Microsoft Azure Databricks Learning Paths modules.

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

nlp_essentials

Essential and Fundametal aspects of Natural Language Processing with hands-on examples and case-studies

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

practical_nlp_workshop_gids20

Contains relevant notebooks for the hands-on NLP workshop for the GIDS AIML Conference -2020 Edition

predictive-customer-analytics

Understanding the customer life cycle Acquiring customer data Applying big data concepts to your customer relationships Finding high propensity prospects Upselling by identifying related products and interests Generating customer loyalty by discovering response patterns Predicting customer lifetime value (CLV) Identifying dissatisfied customers Uncovering attrition patterns Applying predictive analytics in multiple use cases Designing data processing pipelines Implementing continuous improvement

pycaret

An open-source, low-code machine learning library in Python

pylint-badge

pylint badges for everyone!

sample

shields

Concise, consistent, and legible badges in SVG and raster format

tensorflow2-crash-course

A quick crash course in understanding the essentials of TensorFlow 2 and the integrated Keras API

text-analytics-with-python

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.

textdistance

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

truvari

Structural variant toolkit for VCFs