numpy-ml

ML toolkit

A collection of machine learning algorithms implemented in NumPy for rapid experimentation and prototyping.

Machine learning, in numpy

GitHub

15k stars
457 watching
4k forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list

attentionbayesian-inferencegaussian-mixture-modelsgaussian-processesgood-turing-smoothinggradient-boostinghidden-markov-modelsknnlstmmachine-learningmfccneural-networksreinforcement-learningresnettopic-modelingvaewavenetwgan-gpword2vec

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
eriklindernoren/ml-from-scratch Provides implementations of fundamental machine learning models and algorithms from scratch in Python 24,003
trekhleb/homemade-machine-learning Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics 23,121
numpy/numpy Provides support for large, multi-dimensional arrays and matrices, along with functions to manipulate them, as well as tools for integration with C/C++ code. 28,087
gokumohandas/made-with-ml Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications 37,603
dotnet/machinelearning A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML. 9,035
jphall663/interpretable_machine_learning_with_python Teaching software developers how to build transparent and explainable machine learning models using Python 673
dotnet/machinelearning-samples A collection of samples and examples demonstrating the usage of ML.NET for machine learning tasks in .NET applications. 4,490
pgmpy/pgmpy A Python package for working with Bayesian Networks and related models. 2,748
openai/baselines High-quality implementations of reinforcement learning algorithms for research and development purposes 15,810
open-mmlab/mmengine Provides a flexible and configurable framework for training deep learning models with PyTorch. 1,179
iterative/dvc A tool for managing data and models in machine learning projects to ensure reproducibility and collaboration. 13,899
paulescu/hands-on-train-and-deploy-ml A step-by-step guide to building and deploying a Machine Learning-based REST API for predicting crypto prices using Python. 758
deepmimo/deepmimo-matlab Provides MATLAB code and dataset for training machine learning models in millimeter wave and massive MIMO systems 156
rhiever/data-analysis-and-machine-learning-projects A repository of teaching materials, code, and data for various data analysis and machine learning projects. 6,128
prml/prmlt A Matlab package implementing machine learning algorithms from the book PRML in an efficient and compact manner 6,026