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DFRNTL's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

audiolm-pytorch icon audiolm-pytorch

Implementation of AudioLM, a Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

deepafx-st icon deepafx-st

DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/

film icon film

FILM: Frame Interpolation for Large Motion, In ECCV 2022.

git-re-basin icon git-re-basin

Git Re-Basin: Merging Models modulo Permutation Symmetries

img2dataset icon img2dataset

Turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

lavis icon lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

lygia icon lygia

lygia, it's a granular and multi-language shader library designed for performance and flexibility

midas icon midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

nemo icon nemo

NeMo: a toolkit for conversational AI

petals icon petals

Decentralized platform for running 100B+ language models. Work in progress

realtime_pyaudio_fft icon realtime_pyaudio_fft

Realtime audio analysis in Python, using PyAudio and Numpy to extract and visualize FFT features from streaming audio.

trl icon trl

Train transformer language models with reinforcement learning.

umato icon umato

Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)

umbrella icon umbrella

Broadly scoped ecosystem & mono-repository of 169+ TypeScript projects for functional, data driven development

x_diffusers icon x_diffusers

Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

xmanager icon xmanager

A platform for managing machine learning experiments

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