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parallel-resampling

An open source framework for resampling algorithms on GPUs

particles

Sequential Monte Carlo in python

pg_plan_inspector

A framework to monitor and improve the performance of PostgreSQL using Machine Learning methods.

plotly

Plotly for Rust

plotneuralnet

Latex code for making neural networks diagrams

ply

Python Lex-Yacc

pml-book

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

postgres

Mirror of the official PostgreSQL GIT repository. Note that this is just a *mirror* - we don't work with pull requests on github. To contribute, please see https://wiki.postgresql.org/wiki/Submitting_a_Patch

postgresql-cpp

C++11 port of the PostgreSQL DBMS

pybnn

Bayesian neural network package

quanthub

readings

Interesting readings and talks on computer science

reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

restune

Resource-oriented tuning system boosted by meta-learning for cloud database

rntk_uci

code for RNTK on UCI dataset

robo

RoBO: a Robust Bayesian Optimization framework

rocksdb

A library that provides an embeddable, persistent key-value store for fast storage.

rustgym

Leetcode Solutions in Rust, Advent of Code Solutions in Rust and more

scikit-learn

scikit-learn: machine learning in Python

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

sde-filtering

Bayesian Filtering for Stochastic Differential Equation based State Space Models: Course Project for "Nonlinear Filtering and Parameter Estimation"

sde_simulation

sgi-stl

剖析 STL 是一种享受的过程！

spearmint

Spearmint Bayesian optimization codebase

sql

stlsourcecodenote

SGI STL source code analysis and note from 《STL源码剖析》 by 侯捷（包含电子书、源码注释及测试代码）

the-internals-of-postgresql

:elephant: 《PostgreSQL的内部结构》

tinydb

TinyDB is a lightweight document oriented database optimized for your happiness :)

tinydb-cpp

TinyDB (under progress)

torch-neural-ssm

Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting