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Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.

A best practice for deep learning project template architecture.

Graph Convolutional Networks for Text Classification. AAAI 2019

Residual networks implementation using Keras-1.0 functional API

FireRed-Image-Edit is a powerful image editing foundation model achieving open-source state-of-the-art performance with precise instruction following, high-fidelity generation, superior identity consistency, and seamless multi-element fusion.

Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教程，入门教程，视频教程，实战项目，学习路径。QQ群：167122861，公众号：磐创AI，微信群二维码：http://www.tensorflownews.com/

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

🧙 A web app to generate template code for machine learning

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

Toolkit to segment text into sentences or other semantic units in a robust, efficient and adaptable way.

A fast communication-overlapping library for tensor/expert parallelism on GPUs.

Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

Open-source toolbox for visual fashion analysis based on PyTorch

A curated list of articles that cover the software engineering best practices for building machine learning applications.

《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》；《菜菜的机器学习sklearn》

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Unsupervised time series anomaly detection library

AI foundations for software engineers.

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Open source person re-identification library in python

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

A primitive library for neural network

Low-Level Programming Roadmap and Resources

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

The source code of 'Visual Attribute Transfer through Deep Image Analogy'.

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Scalable and memory-optimized training of diffusion models

Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

A Toolbox for Adversarial Robustness Research

Realtime human head pose estimation with ONNXRuntime and OpenCV.

Real-time Facial Emotion Detection using deep learning

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

"Deep Generative Modeling": Introductory Examples

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Recent Transformer-based CV and related works.

nGraph has moved to OpenVINO

An Industrial Graph Neural Network Framework

Deep learning software to decode EEG, ECG or MEG signals

Deep learning face detection and recognition, implemented by pytorch. (pytorch实现的人脸检测和人脸识别)

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

🟠 A study guide to learn about Graph Neural Networks (GNNs)

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

Lua RTOS for ESP32

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）