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PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

由淺入深的深度學習資源 Collection of deep learning materials for everyone

speech to text benchmark framework

PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

Pretrained TorchVision models on CIFAR10 dataset (with weights)

:book: 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

HISTDATA - Dataset composed of all FX trading pairs / Crude Oil / Stock Indexes. Simple API to retrieve 1 Minute data (and tick data) Historical FX Prices (up to date).

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

DevOps methodology & roadmap for a devops developer in 2019. Interesting books to learn new technologies.

Benchmark of federated learning. Dedicated to the community. 🤗

Export Hugging Face models to Core ML and TensorFlow Lite

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

Deep Learning on Flink aims to integrate Flink and deep learning frameworks (e.g. TensorFlow, PyTorch, etc) to enable distributed deep learning training and inference on a Flink cluster.

Playing Mario with Deep Reinforcement Learning

🎯 AI Zero to Hero 👑

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

Deep neural network framework for multi-label text classification

AI与数据科学各类工具库速查表与参考代码

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

News: the 10k dataset is ready for download.

CondenseNet: Light weighted CNN for mobile devices

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

Personal Project: MPP-Qwen14B & MPP-Qwen-Next(Multimodal Pipeline Parallel based on Qwen-LM). Support [video/image/multi-image] {sft/conversations}. Don't let the poverty limit your imagination! Train your own 8B/14B LLaVA-training-like MLLM on RTX3090/4090 24GB.

Raster-to-Vector: Revisiting Floorplan Transformation

LightMirrors is a lightweight mirror server with caching capabilities that currently supports DockerHub, K8S, PyPI, PyTorch, and NPM.

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

TensorFlow Script

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Resources, datasets, papers on Question Answering

[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

E(2)-Equivariant CNNs Library for Pytorch

The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.

Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.

an experiment for yolo-v1, including training and testing.

Antipodal Robotic Grasping using GR-ConvNet. IROS 2020.

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.

[JMLR 2023] Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

:speech_balloon: An On-Premises, Streaming Speech Recognition System