ziwangdeng's repositories
the-algorithm
Source code for Twitter's Recommendation Algorithm
SampleCode
There are some sample codes in this repository for future reference
Data
Temporal data and codes
dl4ds
Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data
sd-akashic
A compendium of informations regarding Stable Diffusion (SD)
xMIP
Analysis ready CMIP6 data in python the easy way with pangeo tools.
acccmip6
Python package for accessing and downloading CMIP6 database
climada_python
Python (3.8+) version of CLIMADA
CNN-RNN-Yield-Prediction
This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
PaddleRec
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise等，包含经典推荐系统数据集criteo 、movielens等
PhiFlow
A differentiable PDE solving framework for machine learning
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
deeplearning-models
A collection of various deep learning architectures, models, and tips
WeatherBench
A benchmark dataset for data-driven weather forecasting
climategan
Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.
deep-weather
Deep Learning for Post-Processing Ensemble Weather Forecasts
Deep-Learning-for-Weather-and-Climate-Science
Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.
ResacNet
Downscaling of ocean fields by fusion of heterogeneous observations using Deep Learning algorithms
Awesome-Super-Resolution
Collect super-resolution related papers, data, repositories
super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
image-super-resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Keras-Image-Super-Resolution
EDSR, RCAN, SRGAN, SRFEAT, ESRGAN
tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
DeepDownscaling
Deep learning approaches for statistical downscaling in climate