Brent Yi (brentyi)

brentyi

Geek Repo

Company:UC Berkeley

Location:Berkeley, CA

Home Page:https://brentyi.com

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Brent Yi's repositories

tyro

Zero-effort CLI interfaces & config objects, from types

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jaxlie

Rigid transforms + Lie groups in JAX

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jaxls

Factor graphs and nonlinear least squares for JAX

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tilted

Canonical Factors for Hybrid Neural Fields @ ICCV 2023

dfgo

Differentiable Factor Graph Optimization for Learning Smoothers @ IROS 2021

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jax_dataclasses

Pytrees + dataclasses ❤️

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tensorf-jax

Unofficial implementation of Tensorial Radiance Fields (Chen & Xu ‘22)

pips-jax

JAX port of Persistent Independent Particles

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dotfilesp

Configuration files & setup scripts

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jaxfg

new version: https://github.com/brentyi/jaxls

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NeMF

[NeurIPS 2022] Official implementation of "NeMF: Neural Motion Fields for Kinematic Animation"

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accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

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Adafruit_CircuitPython_BLE

Bluetooth Low Energy (BLE) library for CircuitPython

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body_visualizer

Visualization code for SMPL body model Family

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einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

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jaxtyping

Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees.

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LGM

LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.

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nanorl

A tiny reinforcement learning codebase for continuous control, built on top of JAX.

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optax

Optax is a gradient processing and optimization library for JAX.

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pips

Particle Video Revisited

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server

server for localtunnel.me

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SimpleParsing

Simple, Elegant, Typed Argument Parsing with argparse

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trl

Train transformer language models with reinforcement learning.

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unimatch

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation

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