dnth

DiffMOT

code for CVPR2024 paper: DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction

pyinfra

pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.

dispatch

Combine internet connections, increase your download speed

marker

Convert PDF to markdown quickly with high accuracy

Python-Apple-support

A meta-package for building a version of Python that can be embedded into a macOS, iOS, tvOS or watchOS project.

yolo-ios-app

Ultralytics YOLO iOS App source code for running YOLOv8 in your own iOS apps 🌟

auto-commit-msg

A VS Code extension to generate a smart commit message based on file changes

optimal_confidence_threshold

A FiftyOne Plugin that allows you to find the optimal confidence threshold fast and easy!

zero-shot-prediction-plugin

Run zero-shot prediction models on your data

fiftyone-plugins

A curated list of plugins that you can add to your FiftyOne install!

conda-mobile

A collection of conda recipes for cross compiling python, libraries, and extensions for iOS and Android

lerobot

🤗 LeRobot: End-to-end Learning for Real-World Robotics in Pytorch

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

pybadges

A Python library for creating Github-style badges

RADIO

Official repository for "AM-RADIO: Reduce All Domains Into One"

sprout_downloader

Download videos from sites based on sproutvideo.com

candle-tutorial

Tutorial for Porting PyTorch Transformer Models to Candle (Rust)

continuum

A clean and simple data loading library for Continual Learning

ViT-Lens

[CVPR 2024] ViT-Lens: Towards Omni-modal Representations

penzai

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

puter

🌐 The Web OS! Free, Open-Source, and Self-Hostable.

Data-Centric-Machine-Learning-with-Python

Data-Centric Machine Learning with Python, published by Packt

imbedding

zero_to_gpt

Go from no deep learning knowledge to implementing GPT.

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

CIANNA

Convolutional Interactive Artificial Neural Networks by/for Astrophysicists

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

llm.c

LLM training in simple, raw C/CUDA

llm2vec

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.