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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

100daysofcode

PyBites #100DaysOfCode

2d-cutting-stock-problem

:scissors: Solving 2D cutting stock problems with genetic algorithms (AI)

30-days-of-python

Learn Python for the next 30 (or so) Days.

3d-bin-packing-problem

A python model of 3D Bin Packing problem

actuarialdatascience

Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.

adaboost-implementation

Implementation of AdaBoost algorithm in Python

algforopt-notebooks

Jupyter notebooks associated with the Algorithms for Optimization textbook

algo-design

Code and notes for Algorithm Design

algorithm-archive

A collaborative book on algorithms

algorithmic-short-selling-with-python-published-by-packt

Algorithmic Short-Selling with Python

algorithmictrading

This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver.

alibaba-call-center-simulation

Alibaba Call-Center

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

app_deep_learning

T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

babyrobot

A Baby Robot's Guide to Reinforcement Learning

banditdynamicpricing

Bandit algorithms for dynamic pricing of many products

bandits

Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

bar_chart_race

Create animated bar chart races in Python with matplotlib

batchgetsymbols-shiny

break_schedule

An optimal break schedule for a call center based on a shift schedule and a prediction for expected calls.

call-center-simulation

callcenter-simulator

Callcenter Simulator is a free, platform-independent program for the analysis of staffing requirements in a call center. The simulator uses event-oriented, stochastic simulation for the computation of the parameters.

causalml

Uplift modeling and causal inference with machine learning algorithms

cbe30338--chemical-process-control

Chemical Process Control

churn

Prediction of customer churn using classical machine learning and deep learning models.

churn-analysis

cincinnati_julia_workshop