macks22

macks22's Stars

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook23.2k2462.6k3.3k

• apple/turicreate

  Turi Create simplifies the development of custom machine learning models.

  Language:C++11.2k3391.8k1.1k

• mamba-org/mamba

  The Fast Cross-Platform Package Manager

  Language:C++7.1k441.9k371

• lorenzodifuccia/safaribooks

  Download and generate EPUB of your favorite books from O'Reilly Learning (aka Safari Books Online) library.

  Language:Python4.7k112257697

• aksnzhy/xlearn

  High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

  Language:C++3.1k111303519

• weld-project/weld

  High-performance runtime for data analytics applications

  Language:Rust3k110168256

• pyro-ppl/numpyro

  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

  Language:Python2.4k53795246

• annoviko/pyclustering

  pyclustering is a Python, C++ data mining library.

  Language:Python1.2k41662248

• bambinos/bambi

  BAyesian Model-Building Interface (Bambi) in Python.

  Language:Python1.1k30423129

• beoutbreakprepared/nCoV2019

  Location for summaries and analysis of data related to n-CoV 2019, first reported in Wuhan, China

  Language:HTML6567251256

• st-tech/zr-obp

  Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

  Language:Python651884290

• lindermanlab/ssm

  Bayesian learning and inference for state space models

  Language:Jupyter Notebook59239110206

• laurencium/Causalinference

  Causal Inference in Python

  Language:Python553231291

• linkedin/FastTreeSHAP

  Fast SHAP value computation for interpreting tree-based models

  Language:Python52873033

• criteo-research/reco-gym

  Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

  Language:Jupyter Notebook471261198

• better/convoys

  Implementation of statistical models to analyze time lagged conversions

  Language:Python261141042

• minaskar/zeus

  ⚡️ zeus: Lightning Fast MCMC ⚡️

  Language:Python22892633

• lavinei/pybats

  Bayesian time series forecasting and decision analysis

  Language:Jupyter Notebook116101326

• bashtage/randomgen

  Numpy-compatible bit generators and add some random variate distributions missing from NumPy.

  Language:C115105025

• lawmurray/Birch

  A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

  Language:C++11215814

• Quansight-Labs/ndindex

  A Python library for manipulating indices of ndarrays

  Language:Python99156213

• erikbern/software-estimation

  Statistical analysis of software estimation

  Language:Python91406

• mattjj/pylds

  some tools for gaussian linear dynamical systems

  Language:Python88101925

• Nth-iteration-labs/contextual

  Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies

  Language:R7972426

• argmaxml/conjugate_prior

  Implementation of the conjugate prior table for Bayesian Statistics

  Language:Python52457

• zoj613/polyagamma

  An efficient and flexible sampler of the Pólya-Gamma distribution with a NumPy/SciPy compatible interface.

  Language:C244264

• jsilve24/stray

  Stray has been renamed fido, development continues at jsilve24/fido

  Language:R233355

• wilson-ye-chen/stein_thinning

  Python package for Stein Thinning

  Language:Python11213

• banditry/banditry

  Simulation-based evaluation framework for Contextual Multi-Armed Bandit (CMAB) algorithms

  Language:Jupyter Notebook4201

• macks22/mixture_models

  Implementations of various supervised and unsupervised mixture models

  Language:Python121