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A Docker image for PyTorch

Gradually-Warmup Learning Rate Scheduler for PyTorch

Quantitative Interview Preparation Guide, updated version here ==>

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

MuJoCo fruit fly body model and locomotion RL tasks

FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.

3D mesh stylization driven by a text input in PyTorch

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

This is the Plato Research Dialogue System, a flexible platform for developing conversational AI agents.

(Linear-chain) Conditional random field in PyTorch.

Keras implementation of Deep Convolutional Generative Adversarial Networks

Raising the Cost of Malicious AI-Powered Image Editing

Python机器学习算法技术博客，有原创干货！有code实践！ 【更多内容敬请关注公众号 "算法进阶"】

NequIP is a code for building E(3)-equivariant interatomic potentials

A curated list of awesome resources related to capsule networks

Official implementation of Diffusion Autoencoders

:art: Pytorch YOLO v5 训练自己的数据集超详细教程！！！ :art: (提供PDF训练教程下载）

AI Audio Datasets (AI-ADS) 🎵, including Speech, Music, and Sound Effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications.

Machine Learning Q and AI book

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.

Pytorch implementation of MixNMatch

A collection of implementations of deep domain adaptation algorithms

PyTorch implementation of normalizing flow models

GeoCalib: Learning Single-image Calibration with Geometric Optimization (ECCV 2024)

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約

Collection of recent methods on (deep) neural network compression and acceleration.

CatSniffer is an original multiprotocol and multiband board for sniffing, communicating, and attacking IoT (Internet of Things) devices using the latest radio IoT protocols. It is a highly portable USB stick that integrates TI CC1352, Semtech SX1262, and an RP2040 for V3 or a Microchip SAMD21E17 for V2

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

Machine Learning Open Source University

Vector Quantized VAEs - PyTorch Implementation

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

Early POC of genetic neural architecture search

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

A-Paper-A-Week

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

pytorch implementation of Domain-Adversarial Training of Neural Networks

Implementation of the Wave-U-Net for audio source separation

Gibson Environments: Real-World Perception for Embodied Agents

Python library for Reinforcement Learning.

Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

Deep Speaker: an End-to-End Neural Speaker Embedding System.

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

A uniform interface to run deep learning models from multiple frameworks