joyfulscarf's repositories
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
competition-baseline
数据科学竞赛知识、代码、思路
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
DeepLearning-MuLi-Notes
Notes about courses Dive into Deep Learning by Mu Li
rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article
Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"
Vehicle_color_detection
Color detection of vehicle
pyecharts
🎨 Python Echarts Plotting Library
GitCloudComputing2021
雲計算與大數據技術 課程參考 for MDS2021
statistical-learning-method-solutions-manual
《统计学习方法》（第二版）习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
DGMR
Skilful precipitation nowcasting using deep generative models of radar
Video-Frame-Interpolation-Summary
Video Frame Interpolation Summary 2020~2021
ST-CORA
Spatiotemporal Object-based Rainfall Analysis
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云计算课程心得
data_competition
学习记录
color_recognition
:art: Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.
Vehicle-Make-Color-Recognition
Vehicle color detection using transfer learning. Pytorch
Flood-prediction
Prediction of whether a flood may occur or not, depending rainfall data, using machine learning algorithms
HKO-7
Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"
Precipitation-Nowcasting
pytorch implemention of trajGRU.