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pattern_classification-resources-notebooks

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

physyo

Physical Symbolic Optimization

plotneuralnet

Latex code for making neural networks diagrams

pplaffcomp

Code Repository for "Applying Probabilistic Programming to Affective Computing"

practical-deep-learning-at-scale-with-mlflow

Practical Deep Learning at Scale with MLFlow, published by Packt

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorchvideo

A deep learning library for video understanding research.

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

rag-resources

A collection of curated RAG (Retrieval Augmented Generation) resources.

repfl

Heterogeneous federated learning for graph super-resolution

rlx

A reinforcement learning framework based on MLX.

saliency

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

skorch

A scikit-learn compatible neural network library that wraps PyTorch

solanaizer-action

Github Action for Solanaizer

super_tml

PyTorch implementation of SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data paper

swe-lmagent

SWE-agent: Agent Computer Interfaces Enable Software Engineering Language Models

taichi_3d_gaussian_splatting

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

tensorflow-docs

TensorFlow documentation

tensorflow-hub

A library for transfer learning by reusing parts of TensorFlow models.

the-grand-complete-data-science-materials

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

topomodelx

Topological Deep Learning

transformers

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

trl

Train transformer language models with reinforcement learning.

tutorials-toronto-cv

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

vehicle-re-identification