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-_machine_learning_code

Mathematical derivation and pure Python code implementation of machine learning algorithms.

-pytorch-

【PyTorch】手把手教你跑通第一个神经网络

3dfasterrcnn_lungnoduledetector

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

awesome-causality-data

A data index for learning causality.

bap

Bayesian Analysis with Python (Second Edition)

bayesian-analysis-with-python

Bayesian Analysis with Python by Packt

bayesian-analysis-with-python-1

《用Python做贝叶斯分析》

bayesian-analysis-with-python-second-edition

Bayesian Analysis with Python - Second Edition, published by Packt

bayesian_rethink_with_pymc

PyMC educational resources

bayesiandeeplearning

bilibili_notes

攻城狮之家B站视频课程课件合集，2号仓库地址https://github.com/JokerJohn/bilibli_notes2.git

bilibli_notes2

攻城狮之家B站视频课程课件合集2，1号仓库https://github.com/JokerJohn/bilibili_notes.git

bilibli_notes2-1

攻城狮之家B站视频课程课件合集2，1号仓库https://github.com/JokerJohn/bilibili_notes.git

c_prog

some c programs for learning

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

causal_salad_2021

One day course on causal inference, MPI-EVA 9 September 2021

chenhui-x-machinelearning-slides-and-code

B站PPT和代码 , 请先查看README以获取提示.

computer-simulation-of-virus-spread

使用Python创建了一个病毒在人群中传播的计算机仿真模型

computer-vision

demo

covid-19-arima-time-series-prediction

如何使用ARIMA模型预测世界肺炎确诊人数？【时序数据预测】

darknet

AlexeyAB-DarkNet源码解析

deeplearning

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning.ai-notes

吴恩达《深度学习》学习笔记(xmind)、代码视频讲解

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dogs_vs_cats_pytorch

This is a pytorch code for dogs vs. cats.