mavillan

mavillan's Stars

• target/matrixprofile-ts

  A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

  Language:Python733105

• ml-tooling/best-of-ml-python

  🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  16.3k2.4k

• szilard/GBM-perf

  Performance of various open source GBM implementations

  Language:HTML21528

• uber/causalml

  Uplift modeling and causal inference with machine learning algorithms

  Language:Python5k771

• orchest/orchest

  Build data pipelines, the easy way 🛠️

  Language:TypeScript4.1k255

• Delgan/loguru

  Python logging made (stupidly) simple

  Language:Python19.6k695

• leolnn/MeliDataChallenge2020

  EfectoBolo Model #MeLiDataChallenge 2020

  Language:Jupyter Notebook227

• sbadirli/GrowNet

  Language:Python19044

• Lightning-AI/pytorch-lightning

  Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

  Language:Python28.1k3.4k

• altazor-1967/Comunas-de-Chile

  Tabulación de coordenadas (Lat, Long) de las comunas de Chile 2020

  59

• tiskw/random-fourier-features

  Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model

  Language:Python9521

• CMA-ES/pycma

  Python implementation of CMA-ES

  Language:Jupyter Notebook1.1k177

• pytorch/botorch

  Bayesian optimization in PyTorch

  Language:Jupyter Notebook3.1k392

• bayesian-optimization/BayesianOptimization

  A Python implementation of global optimization with gaussian processes.

  Language:Python7.8k1.5k

• jax-ml/jax

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

  Language:Python30.1k2.8k

• lucidrains/performer-pytorch

  An implementation of Performer, a linear attention-based transformer, in Pytorch

  Language:Python1.1k141

• rapidsai/cuml

  cuML - RAPIDS Machine Learning Library

  Language:C++4.2k528

• rapidsai/cudf

  cuDF - GPU DataFrame Library

  Language:C++8.3k887

• juntang-zhuang/Adabelief-Optimizer

  Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

  Language:Jupyter Notebook1k108

• Mrpatekful/swats

  Unofficial implementation of Switching from Adam to SGD optimization in PyTorch.

  Language:Python6517

• Luolc/AdaBound

  An optimizer that trains as fast as Adam and as good as SGD.

  Language:Python2.9k330

• davidtvs/pytorch-lr-finder

  A learning rate range test implementation in PyTorch

  Language:Python915118

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python82.6k22.2k

• robjhyndman/reconciliation_review_talk

  Language:TeX121

• trent-b/iterative-stratification

  scikit-learn cross validators for iterative stratification of multilabel data

  Language:Python84475

• explosion/spaCy

  💫 Industrial-strength Natural Language Processing (NLP) in Python

  Language:Python29.8k4.4k

• recommenders-team/recommenders

  Best Practices on Recommendation Systems

  Language:Python18.9k3.1k

• dreamquark-ai/tabnet

  PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

  Language:Python2.6k482

• fabsig/GPBoost

  Combining tree-boosting with Gaussian process and mixed effects models

  Language:C++55343

• tidyverts/feasts

  Feature Extraction And Statistics for Time Series

  Language:R29223