AlperKaraaslan

flower

Flower: A Friendly Federated Learning Framework

truss

The simplest way to serve AI/ML models in production

transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

LiLT

Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding (ACL 2022)

optimate

A collection of libraries to optimise AI model performances

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

xarray

N-D labeled arrays and datasets in Python

milvus

A cloud-native vector database, storage for next generation AI applications

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

DeepBlocker

Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space Exploration"

PytorchGeometricTutorial

Pytorch Geometric Tutorials

robem

Probing the Robustness of Pre-trained Language Models for Entity Matching

Geo-ER

Code for 'Geospatial Entity Resolution' paper (WWW 2022)

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

DADER

docformer

Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task of Visual Document Understanding (VDU)

winutils

winutils.exe hadoop.dll and hdfs.dll binaries for hadoop windows

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

nitrain

Train AI models efficiently on medical images using any framework

diffusers

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

Python

All Algorithms implemented in Python

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

Awesome-GANs

Awesome Generative Adversarial Networks with tensorflow

rexmex

A general purpose recommender metrics library for fair evaluation.

awesome-data-labeling

A curated list of awesome data labeling tools

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals