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chenyp79's Projects

alpha-zero-general icon alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

autoformer icon autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

baidupcs icon baidupcs

百度网盘命令行工具。The terminal utility for Baidu Network Disk.

baidupcs_net icon baidupcs_net

百度网盘下载和上传工具。BaiduPCS 项目的 .net 4.0 封装。 图形界面,多线程上传和下载,断点续传,上传和下载目录。

best-of-ml-python icon best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

climate_indices icon climate_indices

Climate indices for drought monitoring, community reference implementations in Python

coding-algorithms-in-python icon coding-algorithms-in-python

These are some machine learning/dimensionality reduction techniques I found fascinating and challenged myself to code from scratch using NumPy and symbolic solvers in Python. This exercise helped me gain deeper understanding and appreciation for how these tools work and I enjoyed the challenge of learning new mathematics that I was unfamiliar with.

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

da-rnn icon da-rnn

📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

dcedn-gcs icon dcedn-gcs

Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media

decision-forests icon decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

deepglo icon deepglo

This repository contains code for the paper: https://arxiv.org/abs/1905.03806. It also contains scripts to reproduce the results in the paper.

deepwaterframework icon deepwaterframework

A Python framework for machine learning model training, hyper-parameter search, configuration management, and result visualization.

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