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bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bbtsm

bdsim

Simulate dynamic systems expressed in block diagram form using Python

biopython

Official git repository for Biopython (originally converted from CVS)

botorch

Bayesian optimization in PyTorch

bta-lib

Technical Analysis library in pandas for backtesting algotrading and quantitative analysis

cappresse

The Control and Adaptation with Pre-Dictive Sensitivity Enhancements

casadi_mpc_mhe_python

This repository is an implementation of the work from Mohamed W. Mehrez. I convert the original code in MATLAB to the Python

ceacoest

CEA control and estimation library

cellpy

extract and tweak data from electrochemical tests of cells

chop

CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.

chumpy

classification-tutorial

Multi class classification tutorial.

copt

A Python library for mathematical optimization

coramin

A collection of tools (classes, functions, etc.) for developing MINLP algorithms

correlation

Market correlation study

coursera-ng-improving-deep-neural-networks-hyperparameter-tuning-regularization-and-optimization

Short description for quick search

crdp

A fast Ramer-Douglas-Peucker algorithm implementation.

cupy

NumPy & SciPy for GPU

cvxopt

CVXOPT -- Python Software for Convex Optimization

cvxoptsample

Sample Code of cvxopt sample for quadratic programming

cvxpy

A Python-embedded modeling language for convex optimization problems.

cvxpylayers

Differentiable convex optimization layers

cyipopt

Cython interface for the interior point optimzer IPOPT

da-rnn

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

da-rnn-1

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

da-tutorials

Course on data assimilation (DA)

dafi

DAFI: Ensemble based data assimilation and field inversion, repository for internal development