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李彬's Projects

2dconv_pub icon 2dconv_pub

Predicting time series with a 2D convolution network

a-beginner-guide-to-carry-out-extreme-value-analysis-with-codes-in-python icon a-beginner-guide-to-carry-out-extreme-value-analysis-with-codes-in-python

A beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential intervals, IDF/DDF, and a simple application of IDF information for roof drainage design. The guide mainly focuses on extreme rainfall analysis. However, the basic steps are also suitable for other climatic or hydrologic variables such as temperature, wind speed or runoff.

acccmip6 icon acccmip6

Python package for accessing and downloading CMIP6 database

addernet icon addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

amazon-asdi icon amazon-asdi

Docs and supporting material for the Amazon Sustainability Data Initiative.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! 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, ... 🧠

cdcs icon cdcs

Chinese Data Competitions' Solutions

chatbox icon chatbox

Your Ultimate Copilot on the Desktop. Chatbox is a desktop app for GPT-4 / GPT-3.5 (OpenAI API) that supports Windows, Mac & Linux.

cifar-zoo icon cifar-zoo

PyTorch implementation of CNNs for CIFAR dataset (97.71% on cifar10)

copytranslator icon copytranslator

Foreign language reading and translation assistant based on copy and translate.

data icon data

基于传递熵密度聚类的用户窃电识别方法(论文数据)

deblur-gan icon deblur-gan

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

deep-learning-for-hackers icon deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

deepl-crack icon deepl-crack

Bypass 5,000 characters, Remove edit restriction, Use DeepL Pro Account Cookies/DeepL Api Free Token to translate, Unlock Formal/informal tone, Randomize fingerprint

deeplearning icon deeplearning

Python for Deep Learning,《深度学习》数学推导、原理与代码实现

digital-elevation-model icon digital-elevation-model

To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。

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