slee1009

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

differential-privacy

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

introduction_to_ml_with_python

"파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드

PowerBI-Planner

A Power BI template file that imports plans exported from Microsoft Planner

presentations

A central repository of Business Science presentations

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

responsible-ai-toolbox

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

slee1009/responsible-ai-toolbox

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

slee1009/dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

slee1009/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

slee1009/introduction_to_ml_with_python

"파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드

slee1009/PowerBI-Planner

A Power BI template file that imports plans exported from Microsoft Planner

slee1009/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

slee1009/showwhy

slee1009/causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

slee1009/ai-artifacts

Hackable open-source version of Anthropic's Claude Artifacts

slee1009/AI-in-a-Box

slee1009/AutoStreamlit

slee1009/BDS

Code and examples from Business Data Science

slee1009/CausalImpact

An R package for causal inference in time series

slee1009/causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

slee1009/choicetools

Tools for Choice Modeling, Conjoint Analysis, and MaxDiff analysis of Best-Worst Surveys

slee1009/dara

Dara is a dynamic application framework designed for creating interactive web apps with ease, all in pure Python.

slee1009/datamations

slee1009/Deep-Learning-for-Causal-Inference

Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflow 2.

slee1009/genai

What if GPT could help you notebook?

slee1009/MarketMatching

slee1009/ml-fairness-advanced-feb2022

Learn different techniques for mitigating fairness-related harms using Fairlearn.

slee1009/Planner-PowerBI-with-PowerAutomate

Contains a PowerAutomate file that takes data from Planner, writes it to Excel, which is then visualised in Power BI

slee1009/platforms-and-tools

GitHub repository for some ML and DL platforms: Python Crash Course, Google Colab, VScode, PyCaret, Tensorflow, Pytorch, Huggingface

slee1009/powerbi-desktop-samples

Power BI Desktop sample files for the monthly release. Here you can find the PBIX files used in the monthly release videos.

slee1009/prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

slee1009/pycaret

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

slee1009/python-in-excel

Python in Microsoft Excel

slee1009/r4ds

R for data science

slee1009/Rdatasets

A collection of datasets originally distributed in R packages

slee1009/teamlink

TeamLink is a free Microsoft Teams Power App using Dataverse for Teams. It is a space where your team can share there whereabouts for the week ahead directly in Microsoft Teams. Users can select who they want to 'follow' and see the upcoming presences of or can view by site to see who is planning to be on site on that day. TeamLink allows you t