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Manlai Amar's Projects

awesome-java icon awesome-java

A curated list of awesome frameworks, libraries and software for the Java programming language.

chat-with-document icon chat-with-document

In this repo, you can find a streamlit app where you can query a custom document using LLM

cudf icon cudf

cuDF - GPU DataFrame Library

custom-chat-app icon custom-chat-app

in this repo, you can find a streamlit app where you can "converse" with your own ChatGPT

darts icon darts

A python library for user-friendly forecasting and anomaly detection on time series.

datasets icon datasets

some common public datasets that can be found elsewhere is collected here for convenience

document-summarizer icon document-summarizer

In this repo, you can find a streamlit app where you can summarize your document using LLM

efficiency-losses-of-random-tie-breaking-in-school-choice icon efficiency-losses-of-random-tie-breaking-in-school-choice

Deferred Acceptance with random tie-breaking is a very attractive solution concept in school choice. However, it is well known in the literature that it has an efficiency cost. We design an integer program that solves for constrained ordinal efficiency in the ex post stable class to measure the magnitude of the cost of random tie-breaking and ex post stability. In the process, we characterize stability, constrained ordinal efficiency and constrained rank efficiency in the ex post stable class as solutions to integer programming problems. Our simulation results show that random tie-breaking has a significantly larger efficiency cost than ex post stability. In fact, as the market grows larger, the cost of ex post stability shrinks faster than that of random tie-breaking.

estimation-of-pasture-biomass icon estimation-of-pasture-biomass

An ML paper that aims to determine an appropriate method to estimate and map pasture biomass in a forest-steppe area of Mongolia.

langchain icon langchain

🦜🔗 Build context-aware reasoning applications

plot_animation icon plot_animation

Contains a two python programs: one creates a running bar chart and the other a running line plot.

stablemarriage icon stablemarriage

Contains StableMarriage.py, a package that can find stable marriages using the Gale-Shapley algorithm as well as a decentralized random procedure. Moreover, it contains a method that checks for stability.

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