Pinned Repositories
amanlai.github.io
awesome-django
A curated list of awesome things related to Django
awesome-java
A curated list of awesome frameworks, libraries and software for the Java programming language.
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
An ML paper that aims to determine an appropriate method to estimate and map pasture biomass in a forest-steppe area of Mongolia.
nyc-collision
Predict and forecast NYC collisions
plot_animation
Contains a two python programs: one creates a running bar chart and the other a running line plot.
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.
stack-overflow-answers
Some SO answers that I'm proud of
streamlit-chatbot
GPT solution
amanlai's Repositories
amanlai/stack-overflow-answers
Some SO answers that I'm proud of
amanlai/streamlit-chatbot
GPT solution
amanlai/amanlai.github.io
amanlai/awesome-django
A curated list of awesome things related to Django
amanlai/awesome-java
A curated list of awesome frameworks, libraries and software for the Java programming language.
amanlai/best_international_strikers
International goals and games of Messi, Cristiano and Neymar
amanlai/cancer-prediction
Cancer prediction
amanlai/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.
amanlai/nyc-collision
Predict and forecast NYC collisions
amanlai/azure-sdk-for-python
This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.
amanlai/chainlit-chatbot
amanlai/chat-langchain
amanlai/chat-with-document
In this repo, you can find a streamlit app where you can query a custom document using LLM
amanlai/chatbot-twilio-integration
OpenAI application with a Twilio endpoint
amanlai/cudf
cuDF - GPU DataFrame Library
amanlai/custom-chat-app
in this repo, you can find a streamlit app where you can "converse" with your own ChatGPT
amanlai/darts
A python library for user-friendly forecasting and anomaly detection on time series.
amanlai/datasets
some common public datasets that can be found elsewhere is collected here for convenience
amanlai/document-summarizer
In this repo, you can find a streamlit app where you can summarize your document using LLM
amanlai/event-notebooks
amanlai/housing-price-prediction
Ames Housing Price Prediction
amanlai/image-classification
Image classification
amanlai/langchain
🦜🔗 Build context-aware reasoning applications
amanlai/notebooks-contrib
RAPIDS Community Notebooks
amanlai/pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
amanlai/rapidsai-csp-utils
amanlai/ruby-bookmarks
Ruby and Ruby on Rails bookmarks collection
amanlai/sales-prediction
Sales prediction using pandas/scikit-learn on CPU vs cudf/cuml on GPU
amanlai/subreddit-classification
Subreddit classification module
amanlai/useful-java-links
A list of useful Java frameworks, libraries, software and hello worlds examples