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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

alibi

PyTorch implementation of Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation

auto-tagger

Fine-tuning and zero-shot learning with transformers to automatically tag my study blog posts

conformer

PyTorch implementation of Conformer: Convolution-augmented Transformer for Speech Recognition

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

deep-malware-detection

A neural approach to malware detection in portable executables

diffusers

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

ensemble-transformers

Ensembling Hugging Face transformers made easy

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastapi-bert

Fine-tuning and deploying BERT through FastAPI

fnet

PyTorch implementation of FNet: Mixing Tokens with Fourier transforms

g-mlp

PyTorch implementation of Pay Attention to MLPs

graph-neural-ode

Graph neural ordinary differential equations

h3

Language Modeling with the H3 State Space Model

hillhouse

Reimagining the newly constructed Hillhouse Avenue of Yale University

image-classifier

Image classifier web application based on MobileNet, built using Flask, TensorFlow, and Matplotlib

ivy

The Unified Machine Learning Framework

jaketae

jaketae.github.io

Personal blog with Jupyter notebooks

koclip

KoCLIP: Korean port of OpenAI CLIP, in Flax

lm-identifier

A toolkit for identifying pretrained language models from potentially AI-generated text

ml-from-scratch

Machine learning algorithms implemented from scratch with NumPy

mlp-mixer

PyTorch implementation of MLP-Mixer: An all-MLP Architecture for Vision

nn-svd

Neural network compression with SVD

param-share-transformer

PyTorch implementation of Lessons on Parameter Sharing across Layers in Transformers

ppetrackr

PPETrackr is a web app that provides local governments with PPE inventory analytics from healthcare facilities.

prime-net

What can neural nets learn about prime numbers?

promptsource

Toolkit for collecting and applying prompts

pygrad

Pure Python autograd library based on NumPy

realformer

PyTorch implementation of RealFormer: Transformer Likes Residual Attention