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VikParuchuri/zero_to_gpt

A tutorial that takes developers from no deep learning knowledge to implementing GPT using PyTorch.

1.3K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
PyTorch
#deep-learning#language-model#transformer

kwea123/ngp_pl

Instant-NGP in PyTorch+CUDA with PyTorch Lightning for high-quality, high-speed 3D reconstruction and novel view synthesis.

1.3K
Archived
Jupyter Notebook
Computer Vision
ML Ops
PyTorch
#3d-reconstruction#nerf#novel-view-synthesis

Lightning-AI/deep-learning-project-template

A PyTorch Lightning code guideline and template for building deep learning projects.

1.3K
Archived
Python
LLM Frameworks
CLI Tools
PyTorch
#deep-learning#ai#pytorch-lightning

jayleicn/animeGAN

A simple PyTorch implementation of Generative Adversarial Networks for generating anime-style faces.

1.3K
Archived
Jupyter Notebook
Computer Vision
Example Projects
PyTorch
#generative-adversarial-network#anime#computer-vision

benedekrozemberczki/CapsGNN

A PyTorch implementation of the Capsule Graph Neural Network (CapsGNN) for graph classification tasks.

1.3K
Archived
Python
GNN
API Frameworks
PyTorch
#graph-neural-network#capsule-network#graph-classification

oscarknagg/few-shot

A repository for few-shot learning machine learning projects, focused on meta-learning and PyTorch.

1.3K
Archived
Python
ML Ops
Fine-tuning
PyTorch
#few-shot-learning#meta-learning#computer-vision

kakaobrain/nerf-factory

An awesome PyTorch library for building NeRF (Neural Radiance Fields) models.

1.3K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#nerf#computer-vision#3d-rendering

Replicable-MARL/MARLlib

Replicable multi-agent reinforcement learning library with support for PyTorch, Ray, and RLlib.

1.3K
Archived
Python
Agents & Orchestration
ML Ops
PyTorch
#multi-agent-reinforcement-learning#deep-learning#research

TRI-ML/packnet-sfm

A PyTorch library for monocular depth estimation using deep learning techniques.

1.3K
Archived
Python
Computer Vision
ML Ops
PyTorch
#depth-estimation#computer-vision#pytorch

Khrylx/PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning algorithms like TRPO, PPO, A2C, and GAIL.

1.3K
Archived
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#deep-reinforcement-learning#policy-gradient

Topdu/OpenOCR

An open-source toolkit for general OCR research and applications, with integrated training, evaluation, and production-ready OCR systems.

1.3K
Active
Python
Computer Vision
Backend Frameworks
PyTorch
#ocr#document-processing#computer-vision

Bjarten/early-stopping-pytorch

Early stopping implementation for PyTorch, helping prevent overfitting in machine learning models.

1.3K
Archived
Jupyter Notebook
Fine-tuning
PyTorch
#early-stopping#machine-learning#regularization

gnes-ai/gnes

Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

1.3K
Archived
Python
React
#authentication#deep-learning#search-engine

bubbliiiing/deeplabv3-plus-pytorch

A PyTorch implementation of the DeepLab v3+ semantic segmentation model, allowing developers to train their own models.

1.3K
Archived
Python
Computer Vision
PyTorch
#semantic-segmentation#computer-vision#deep-learning

vietnh1009/Super-mario-bros-PPO-pytorch

A PyTorch implementation of the Proximal Policy Optimization (PPO) algorithm for training an AI agent to play Super Mario Bros.

1.3K
Archived
Python
Reinforcement Learning
Game AI
PyTorch
#reinforcement-learning#ai-gaming#super-mario

pfnet/pfrl

A PyTorch-based deep reinforcement learning library for developing AI agents and algorithms.

1.3K
Stable
Python
LLM Frameworks
API Frameworks
PyTorch
#reinforcement-learning#ai-agents#deep-learning

salesforce/pytorch-qrnn

A PyTorch implementation of the Quasi-Recurrent Neural Network, up to 16x faster than cuDNN LSTM.

1.3K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#neural-network#quasi-recurrent#lstm

keras-team/keras-core

A multi-backend Keras API implementation with support for TensorFlow, JAX, and PyTorch.

1.3K
Experimental
Python
LLM Frameworks
API Frameworks
TensorFlow
#deep-learning#machine-learning#neural-networks

bytedance/flux

A fast communication-overlapping library for tensor/expert parallelism on GPUs, useful for AI/ML applications.

1.3K
Stable
C++
ML Ops
API Frameworks
#cuda#cutlass#gpu

ZhugeKongan/torch-template-for-deep-learning

A PyTorch template with implementations of classical CNNs, data augmentation, losses, and common ML algorithms.

1.3K
Archived
Python
Computer Vision
CLI Tools
PyTorch
#computer-vision#deep-learning#machine-learning
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