D

Deep Learning

🔧🔗github hf diffusers

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

🕸️🔗huggingface.co/docs/diffusers

🔧🔗https://github.com/tensorzero/tensorzero TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

huggingface.co/transformers https://github.com/huggingface/transformers

🔧🔗https://github.com/yandexdataschool/Practical_DL

DL course co-developed by YSDA, HSE and Skoltech

🔧🔗https://github.com/lucidrains/vector-quantize-pytorch Vector (and Scalar) Quantization, in Pytorch

https://github.com/Lightning-AI/litgpt 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale. 🔗 https://lightning.ai/

ESPNet

🔧🔗https://github.com/espnet/espnet End-to-End Speech Processing Toolkit

https://github.com/Lightning-AI/pytorch-lightning 🔗 lightning.ai Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

🔧🔗https://github.com/modelscope/modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

https://github.com/roboflow/supervision We write your reusable computer vision tools. 💜

🔧🔗https://github.com/lucidrains/pi-zero-pytorch

Implementation of π₀, the robotic foundation model architecture proposed by Physical Intelligence

[🔧🔗https://github.com/alphacep/vosk-api](https://github.com/alphacep/vosk-api

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

🔧🔗https://github.com/speechbrain/speechbrain A PyTorch-based Speech Toolkit

🔧🔗https://github.com/google/scaaml

SCAAML: Side Channel Attacks Assisted with Machine Learning

🔧🔗https://github.com/yandexdataschool/deep_vision_and_graphics

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

https://github.com/roboflow/notebooks Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding D

🔧🔗https://github.com/lucidrains/transfusion-pytorch

Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI

https://github.com/Lightning-AI/torchmetrics Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications. 🔗 https://lightning.ai/docs/torchmetrics/

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

🔧🔗https://github.com/markovka17/dla

Deep learning for audio processing