Mathias Gehrig (magehrig)

magehrig

Geek Repo

Company:ETH Zurich

Location:Zurich

Home Page:https://magehrig.github.io

Twitter:@MathiasGehrig

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Mathias Gehrig's starred repositories

torchtitan

A native PyTorch Library for large model training

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AI-scripts

Some handy AI scripts

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lazygit

simple terminal UI for git commands

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ThunderKittens

Tile primitives for speedy kernels

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penzai

A JAX research toolkit for building, editing, and visualizing neural networks.

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llm.c

LLM training in simple, raw C/CUDA

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dora

DORA (Dataflow-Oriented Robotic Architecture) is middleware designed to streamline and simplify the creation of AI-based robotic applications. It offers low latency, composable, and distributed dataflow capabilities. Applications are modeled as directed graphs, also referred to as pipelines.

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EvDeblurNeRF

Code accompanying the CVPR24 paper "Mitigating Motion Blur in Neural Radiance Fields with Events and Frames"

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ml-engineering

Machine Learning Engineering Open Book

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awesome-mojo

A curated list of awesome Mojo 🔥 frameworks, libraries, software and resources

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LEOD

Code release for CVPR 2024 paper LEOD: Label-Efficient Object Detection for Event Cameras

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mamba.py

A simple and efficient Mamba implementation in pure PyTorch and MLX.

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vim

The official Vim repository

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mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

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PowerInfer

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

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l4casadi

Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.

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mypy

Optional static typing for Python

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equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

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mamba

Mamba SSM architecture

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gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

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mip-splatting

[CVPR'24 Best Student Paper] Mip-Splatting: Alias-free 3D Gaussian Splatting

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gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

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tinyraytracer

A brief computer graphics / rendering course

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llama2.mojo

Inference Llama 2 in one file of pure 🔥

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HMNet_pth

PyTorch implementation of Hierarchical Neural Memory Network

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m3ed

M3ED Dataset

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mojo

The Mojo Programming Language

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