Nicolas Beltran-Velez's starred repositories

Academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

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treeffuser

Treeffuser is an easy-to-use package for probabilistic prediction on tabular data with tree-based diffusion models.

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ml_collections

ML Collections is a library of Python Collections designed for ML use cases.

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neural-tangents

Fast and Easy Infinite Neural Networks in Python

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score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

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score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

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xv6-riscv

Xv6 for RISC-V

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CircuitsVis

Mechanistic Interpretability Visualizations using React

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TransformerLens

A library for mechanistic interpretability of GPT-style language models

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chirho

An experimental language for causal reasoning

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DIISCO_public

Publically accessible code for DIISCO method

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zuko

Normalizing flows in PyTorch

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nflows

Normalizing flows in PyTorch

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hadolint

Dockerfile linter, validate inline bash, written in Haskell

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UCI-ML-API

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

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gpt4-pdf-chatbot-langchain

GPT4 & LangChain Chatbot for large PDF docs

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stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

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papers

I categorize, annotate and write comments for all research papers I read (390+ papers since 2018).

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ngboost

Natural Gradient Boosting for Probabilistic Prediction

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scikit-activeml

Our package scikit-activeml is a Python library for active learning on top of SciPy and scikit-learn.

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math

The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.

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cookiecutter-cpp-project

A cookiecutter for a C++ Project with lots of configuration options

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uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

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FLAML

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

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fauxpilot

FauxPilot - an open-source alternative to GitHub Copilot server

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