ziwangdeng

Artificial-Intelligence-with-Python-Second-Edition

Artificial Intelligence with Python Second Edition, published by Packt

Awesome-Super-Resolution

Collect super-resolution related papers, data, repositories

BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

Deep-Learning-Machine-Learning-Stock

Stock for Deep Learning and Machine Learning

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deeplearning-models

A collection of various deep learning architectures, models, and tips

Learn-Algorithmic-Trading

Learn Algorithmic Trading, Published by Packt

Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

Neural-Networks-with-Keras-Cookbook

Neural Networks with Keras Cookbook, published by Packt

TechnicalAnalysis

ziwangdeng/Awesome-Super-Resolution

Collect super-resolution related papers, data, repositories

ziwangdeng/deeplearning-models

A collection of various deep learning architectures, models, and tips

ziwangdeng/Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

ziwangdeng/Physics-Based-Deep-Learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

ziwangdeng/acccmip6

Python package for accessing and downloading CMIP6 database

ziwangdeng/climada_python

Python (3.8+) version of CLIMADA

ziwangdeng/climategan

Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.

ziwangdeng/CNN-RNN-Yield-Prediction

This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"

ziwangdeng/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。

ziwangdeng/Data

Temporal data and codes

ziwangdeng/Deep-Learning-for-Weather-and-Climate-Science

Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.

ziwangdeng/deep-weather

Deep Learning for Post-Processing Ensemble Weather Forecasts

ziwangdeng/DeepDownscaling

Deep learning approaches for statistical downscaling in climate

ziwangdeng/deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

ziwangdeng/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

ziwangdeng/image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

ziwangdeng/jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

ziwangdeng/Keras-Image-Super-Resolution

EDSR, RCAN, SRGAN, SRFEAT, ESRGAN

ziwangdeng/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

ziwangdeng/PhiFlow

A differentiable PDE solving framework for machine learning

ziwangdeng/pyscript

ziwangdeng/ResacNet

Downscaling of ocean fields by fusion of heterogeneous observations using Deep Learning algorithms

ziwangdeng/SampleCode

There are some sample codes in this repository for future reference

ziwangdeng/sd-akashic

A compendium of informations regarding Stable Diffusion (SD)

ziwangdeng/super-resolution

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

ziwangdeng/tensorflow-resnet

ziwangdeng/tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

ziwangdeng/the-algorithm

Source code for Twitter's Recommendation Algorithm

ziwangdeng/WeatherBench

A benchmark dataset for data-driven weather forecasting

ziwangdeng/xMIP

Analysis ready CMIP6 data in python the easy way with pangeo tools.