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The Top 23 Machine Learning Gradient Open Source Projects

Open source projects categorized as Machine Learning Gradient
Categories > Machine Learning > Machine Learning
Xgboost ⭐ 25,253
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
dependent packages 972total releases 79most recent commit 3 months agopypi xgboost} Downloads
Catboost ⭐ 7,564
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
dependent packages 12total releases 20most recent commit 3 months ago
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19most recent commit 3 months agopypi scikit-optimize} Downloads
Ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 14total releases 27most recent commit 3 months agopypi ngboost} Downloads
Grenade ⭐ 1,430
Deep Learning in Haskell
total releases 1most recent commit 5 months ago
Zygote.jl ⭐ 1,415
21st century AD
most recent commit 3 months ago
Enzyme ⭐ 1,142
High-performance automatic differentiation of LLVM and MLIR.
most recent commit a month ago
Gradient Free Optimizers ⭐ 1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 7total releases 45most recent commit 4 months agopypi gradient-free-optimizers} Downloads
Keract ⭐ 1,030
Layers Outputs and Gradients in Keras. Made easy.
most recent commit 5 months ago
Tf Explain ⭐ 934
Interpretability Methods for tf.keras models with Tensorflow 2.x
dependent packages 7total releases 8most recent commit 2 years agopypi tf-explain} Downloads
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 10 months ago
Dreamerv2 ⭐ 700
Mastering Atari with Discrete World Models
total releases 23most recent commit a year ago
Ensmallen ⭐ 675
A header-only C++ library for numerical optimization --
dependent packages 1total releases 9most recent commit 5 months ago
Cranium ⭐ 566
🤖 A portable, header-only, artificial neural network library written in C99
most recent commit 6 months ago
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 5 years ago
Hyperband ⭐ 515
Tuning hyperparams fast with Hyperband
most recent commit 6 years ago
Chefboost ⭐ 428
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
total releases 17most recent commit 4 months ago
Gbdt_simple_tutorial ⭐ 371
python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解 Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision
most recent commit 5 years ago
Differentiable Plasticity ⭐ 358
Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.
most recent commit 5 years ago
Flutter_programs ⭐ 347
Experiments with Mobile
most recent commit 5 months ago
Tensorflow Resources ⭐ 327
Curated Tensorflow code resources to help you get started with Deep Learning.
most recent commit 7 years ago
Ai Simplest Network ⭐ 317
The simplest form of an artificial neural network explained and demonstrated.
most recent commit 4 years ago
Organization Overview ⭐ 310
👇 Overview of all the resources of BRIIM: JavaScript in Machine Learning
most recent commit 4 years ago
The 10 Most Depended On Machine Learning Gradient Open Source Projects
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19latest release October 12, 2021most recent commit 3 months agopypi scikit-optimize} Downloads
Ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 14total releases 27latest release November 01, 2023most recent commit 3 months agopypi ngboost} Downloads
Tf Explain ⭐ 934
Interpretability Methods for tf.keras models with Tensorflow 2.x
dependent packages 7total releases 8latest release November 18, 2021most recent commit 2 years agopypi tf-explain} Downloads
Oxygenjs ⭐ 13
This a JavaScript Library for the Numerical Javascript and Machine Learning
dependent packages 2total releases 2latest release August 13, 2020most recent commit 3 years agonpm oxygenjs} Downloads
Arboretum ⭐ 63
Gradient Boosting powered by GPU(NVIDIA CUDA)
dependent packages 1total releases 15latest release April 04, 2020most recent commit 4 years agopypi arboretum} Downloads
Ensmallen ⭐ 675
A header-only C++ library for numerical optimization --
dependent packages 1total releases 9latest release July 07, 2021most recent commit 5 months ago
Gradient Cli ⭐ 62
The command line interface for Gradient - https://gradient.paperspace.com
dependent packages 1total releases 150latest release June 22, 2022most recent commit a year agopypi gradient} Downloads
The 10 Latest Releases In Machine Learning Gradient Open Source Projects
Ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 14total releases 27latest release November 01, 2023most recent commit 3 months agopypi ngboost} Downloads
Mbgdml ⭐ 8
Create, use, and analyze machine learning potentials within the many-body expansion framework.
total releases 5latest release December 12, 2022most recent commit 9 months ago
Spaceopt ⭐ 42
Hyperparameter optimization via gradient boosting regression
total releases 8latest release July 10, 2022most recent commit 2 years ago
Gradient Cli ⭐ 62
The command line interface for Gradient - https://gradient.paperspace.com
dependent packages 1total releases 150latest release June 22, 2022most recent commit a year agopypi gradient} Downloads
Dreamerv2 ⭐ 700
Mastering Atari with Discrete World Models
total releases 23latest release December 14, 2021most recent commit a year ago
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