Jake Graving (jgraving)

jgraving

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Company:Max Planck Institute of Animal Behavior

Location:Konstanz, Germany

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Jake Graving's starred repositories

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Language:PythonLicense:MITStargazers:7304Issues:0Issues:0

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

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tyro

Zero-effort CLI interfaces & config objects, from types

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modin

Modin: Scale your Pandas workflows by changing a single line of code

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keops

KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows

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equiformer

[ICLR'23 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

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normalizing-flows

PyTorch implementation of normalizing flow models

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lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

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torchegranate

A temporary repository hosting a pomegranate re-write using PyTorch as the backend.

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vak

A neural network framework for researchers studying acoustic communication

Language:PythonLicense:BSD-3-ClauseStargazers:74Issues:0Issues:0

lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

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bambi

BAyesian Model-Building Interface (Bambi) in Python.

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imageio

Python library for reading and writing image data

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deffcode

A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡

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ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

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balance

The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.

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dynamax

State Space Models library in JAX

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expt

Experiment. Plot. Tabulate.

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multiprocess

better multiprocessing and multithreading in Python

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sampling-book

Tutorials and sampling algorithm comparisons

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data-science-interviews

Data science interview questions and answers

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edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

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LaPreprint

📝 A nicely formatted LaTeX preprint template

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DynamicalComponentsAnalysis

Dynamical Components Analysis

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gimbal

GIMBAL: GeometrIc Manifolds for Body Articulation and Localization

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SGMCMCJax

Lightweight library of stochastic gradient MCMC algorithms written in JAX.

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ViTDet

Unofficial implementation for [ECCV'22] "Exploring Plain Vision Transformer Backbones for Object Detection"

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ViTPose

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

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clear-diffusion-keras

Implementation of denoising diffusion models with schedules, improved sampling, and other extensions using Keras.

Language:PythonLicense:MITStargazers:112Issues:0Issues:0

flash-attention-jax

Implementation of Flash Attention in Jax

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