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pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

prml

PRML algorithms implemented in Python

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

programming-clojure

The programming clojure demo code

programming-scala

projects

:page_with_curl: A list of practical projects that anyone can solve in any programming language.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

proxy_pool

Python爬虫代理IP池(proxy pool)

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pwc

Papers with code. Sorted by stars. Updated weekly.

pybrml

Python Version of BRML toolbox for Bayesian Reasoning and Machine Learning

pydantic

Data parsing and validation using Python type hints

pyfilesystem2

Python's Filesystem abstraction layer

pyftpdlib

Extremely fast and scalable Python FTP server library

pyhocon

HOCON parser for Python

pyparsing

pyparsing-doc-zh

python的语法解析模块pyparsing相关文档翻译

pyparsing_ext

Extension of pyparsing. You can easily build your own languages. ✌️

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python

All Algorithms implemented in Python

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

python_algorithms

Python Algorithms

pytorch-crf

(Linear-chain) Conditional random field in PyTorch.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.