DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
- pytorch
- resnet
- pretrained-models
- pretrained-weights
Machine learning, in numpy
- machine-learning
- neural-networks
- topic-modeling
- gaussian-mixture-models
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
- bloom
- deep-learning
- distributed-systems
- language-models
TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
Automated Αll-in-One OS command injection exploitation tool.
- python
- command-injection
- detection
- exploitation
Python Toolkit for Causal and Probabilistic Reasoning
- python
- bayesian-networks
- causal-inference
- causal-discovery
Retarget human motion from video to an Adobe Mixamo-rigged 3D character.
Generative Handwriting using LSTM Mixture Density Network with TensorFlow
Basic Real-time AV Editor - allowing you to preview, mix, and route live audio and video streams on the cloud
- gstreamer
- python
- multimedia
- rtmp
Full-HD Software Live-Video-Mixer in python
Python ctypes wrapper around SDL2
- sdl2
- sdl2-image
- sdl2-ttf
- sdl2-mixer
Studio-grade sound effects for agents: search Pixabay, Freesound, Mixkit and Kenney, ranked by human feedback
A self-hosted API to fetch and mix entries from Atom and RSS feeds (returns Atom, RSS, or JSON)
- feed
- atom
- rss
- api-server
SQLAlchemy nested sets mixin (MPTT)
- python
- mptt
- sqlalchemy
- nested-set
A fast, forgiving GTFS reader built on pandas DataFrames
Open framework for calculating spatial urban sprawl indices and performing disaggregated population estimates using open data
- openstreetmap
- overpass-api
- urban-planning
- urban-sprawl
Framework agnostic set of sqlalchemy classes that make building applications that require permissions an easy task.
- python
- pyramid
- flask
- sqlalchemy
Wagtail Gridder is a Bootstrap 4 enabled layout for the Wagtail CMS. Grid Items are created within categories, and displayed on a Grid Index Page. The JavaScript libraries Gridder and MixItUp are included.
Wagtail mixin support for drag-and-drop ordering in admin panel
PNG and JPEG decoder / parser / renderer in pure micropython
- micropython
- png-decoder
- jpeg-decoder
- python