Pingchuan Ma (PingchuanMa)

PingchuanMa

Geek Repo

Company:MIT CSAIL

Location:Cambridge, MA

Home Page:https://pingchuan.ma/

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Pingchuan Ma's starred repositories

FeatUp

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

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taesd

Tiny AutoEncoder for Stable Diffusion

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fast-entry_points

make entry_points specified in setup.py load more quickly.

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albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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Full-Segment-Anything

This is Pytorch Implementation Code for adding new features in code of Segment-Anything. Here, the features support batch-input on the full-grid prompt (automatic mask generation) with post-processing: removing duplicated or small regions and holes, under flexible input image size

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solid-sim-tutorial

A curated collection of Python examples for optimization-based solid simulation, emphasizing algorithmic convergence, penetration-free, and inversion-free conditions, designed for readability and understanding.

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Depth-Anything-V2

Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation

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RL-ViGen

This is the repo of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization"

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NodeToPython

Convert Blender node groups to a Python add-on

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model-viewer

Easily display interactive 3D models on the web and in AR!

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SGA

[ICML 2024] LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery

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wechat-versions

保存微信历史版本

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PufferLib

Simplifying reinforcement learning for complex game environments

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SimplerEnv

Evaluating and reproducing real-world robot manipulation policies (e.g., RT-1, RT-1-X, Octo) in simulation under common setups (e.g., Google Robot, WidowX+Bridge)

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minimal-stable-PPO

A minimal and stable PPO.

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xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

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lerobot

🤗 LeRobot: End-to-end Learning for Real-World Robotics in Pytorch

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DPIR

Differentiable Point-based Inverse Rendering

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kornia

Geometric Computer Vision Library for Spatial AI

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kiuikit

A toolkit for 3D computer vision tasks.

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rclone

"rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files

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ASAP

[ICRA 2024] ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility

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nerfstudio

A collaboration friendly studio for NeRFs

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llama3

The official Meta Llama 3 GitHub site

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mesh_fusion_simple

A simple Python tool for generating watertight meshes

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ManifoldPlus

ManifoldPlus: A Robust and Scalable Watertight Manifold Surface Generation Method for Triangle Soups

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quadric-mesh-simplification

Fast python implementation of the quadric mesh simplification algorithm from http://mgarland.org/files/papers/quadrics.pdf

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SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.

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