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Python机器学习、深度学习算法开发等学习资源分享
A Python/TensorFlow implementation of DeepCGH, a framework for unsupervised deep learning-based computer-generated holography.
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
Deep Reinforcement Learning
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
FastDVDnet: A Very Fast Deep Video Denoising algorithm
Codes and demo for the paper Self-supervised Learning of Hologram Reconstruction using Physics Consistency
Solves the GMMNLSE in MATLAB for pulse propagation in multimode fiber, with an efficient GPU implementation
Generalized Nonlinear Schrodringer Equation solver
华中科技大学研究生课程资料
Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Simulation for propagating ultrashort laser pulses in freespace or in a gas-filled capillary
Simulations of laser propogation
LaserPulse is a class for storing and handling time-frequency pulses, like for example femtosecond laser pulses
本项目旨在分享大模型相关技术原理以及实战经验。
This is Official PyTorch implementation for 2023-NeurIPS-MathNAS: If Blocks Have a Role in Mathematical Architecture Design.
An official code for "MIMO is all you need"
DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
Natural Language Processing Tutorial for Deep Learning Researchers
Code for modelling the Nonlinear Schrödinger Equation for optical fiber pulse propagation
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
PyTorch Implementation of Physics-informed Neural Networks
A modern PyTorch implementation of SRGAN
Pytorch implementation of Self-Attention ConvLSTM
Open source second harmonic generation frequency-resolved optical gating (SHG FROG) trace analysis code
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.