xuefeng-xu

xuefeng-xu's Stars

• sympy/sympy

  A computer algebra system written in pure Python

  Language:Python13.4k4.6k

• simd-everywhere/simde

  Implementations of SIMD instruction sets for systems which don't natively support them.

  Language:C2.6k265

• chebfun/chebfun

  Chebfun: numerical computing with functions.

  Language:MATLAB623145

• dashingsoft/pyarmor

  A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

  Language:Python4.1k308

• scikit-learn-contrib/imbalanced-learn

  A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

  Language:Python6.9k1.3k

• leanprover-community/mathlib4

  The math library of Lean 4

  Language:Lean1.8k385

• CamDavidsonPilon/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 ;)

  Language:Jupyter Notebook27.2k7.9k

• krasserm/bayesian-machine-learning

  Notebooks about Bayesian methods for machine learning

  Language:Jupyter Notebook1.9k467

• AmazaspShumik/sklearn-bayes

  Python package for Bayesian Machine Learning with scikit-learn API

  Language:Jupyter Notebook517119

• skrub-data/skrub

  Prepping tables for machine learning

  Language:Python1.3k112

• epfml/OptML_course

  EPFL Course - Optimization for Machine Learning - CS-439

  Language:TeX1.2k327

• Stirling-Tools/Stirling-PDF

  #1 Locally hosted web application that allows you to perform various operations on PDF files

  Language:Java54.1k4.5k

• mpmath/mpmath

  Python library for arbitrary-precision floating-point arithmetic

  Language:Python1k189

• feature-engine/feature_engine

  Feature engineering package with sklearn like functionality

  Language:Python2k319

• pysathq/pysat

  A toolkit for SAT-based prototyping in Python

  Language:Python41373

• apache/datasketches-cpp

  Core C++ Sketch Library

  Language:C++23071

• apache/datasketches-python

  Apache datasketches

  Language:Jupyter Notebook276

• amices/mice

  Multivariate Imputation by Chained Equations

  Language:R462110

• apache/madlib

  Mirror of Apache MADlib

  Language:C++465148

• probml/pml-book

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

  Language:Jupyter Notebook5.1k606

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  28.1k2.3k

• yuxiangw/autodp

  autodp: A flexible and easy-to-use package for differential privacy

  Language:Jupyter Notebook27253

• google/differential-privacy

  Google's differential privacy libraries.

  Language:Go3.1k369

• HIPS/autograd

  Efficiently computes derivatives of NumPy code.

  Language:Python7.2k912

• microsoft/prv_accountant

  A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.

  Language:Python7310

• jax-ml/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python31.6k2.9k

• google/rappor

  RAPPOR: Privacy-Preserving Reporting Algorithms

  Language:R862164

• tensorflow/privacy

  Library for training machine learning models with privacy for training data

  Language:Python2k452

• pytorch/opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook1.8k360

• github/gitignore

  A collection of useful .gitignore templates

  165k83.1k