machine-learning-algorithms

There are 121 repositories under machine-learning-algorithms topic.

ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python ml python r scikit-learn scikit-learn-python
Language:HTML 66871
Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
machine-learning machine-learning-algorithms infographics tutorial siraj-raval-challenge siraj-raval implementation 100-days-of-code-log 100daysofcode python logistic-regression naive-bayes-classifier linear-regression svm linear-algebra scikit-learn support-vector-machines deep-learning
43289
TheAlgorithms / C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
cpp algorithm algorithms-implemented data-structures algorithm-competitions algorithms interview-preparation interview-questions search sort educational instructor-materials machine-learning-algorithms artificial-intelligence-algorithms computer-science machine-learning mathematics hacktoberfest
Language:C++ 29071
ZuzooVn / machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
machine-learning deep-learning artificial-intelligence software-engineer machine-learning-algorithms
27712
homemade-machine-learning
trekhleb / homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
algorithm jupyter jupyter-notebook machine-learning machine-learning-algorithms machinelearning python
Language:Jupyter Notebook 22521
TheAlgorithms / C
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
algorithm-challenges algorithm-competitions algorithms c community-driven computer-science data-structures datastructures education educational hacktoberfest interview interview-questions learn-to-code machine-learning machine-learning-algorithms mathematics search sort
Language:C 17986
nni
microsoft / nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science tensorflow pytorch neural-network deep-neural-network model-compression feature-engineering nas python hyperparameter-tuning mlops
Language:Python 13734
rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
data-mining data-science logistic-regression machine-learning machine-learning-algorithms neural-network python scikit-learn
Language:Jupyter Notebook 12132
Dod-o / Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
code machine-learning-algorithms statistical-learning-method
Language:Python 10740
rushter / MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
deep-learning machine-learning machine-learning-algorithms neural-networks python
Language:Python 10259
instillai / machine-learning-course
:speech_balloon: Machine Learning Course with Python:
algorithms artificial-intelligence machine-learning machine-learning-algorithms python
Language:Python 6987
aladdinpersson / Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
machine-learning machine-learning-algorithms pytorch pytorch-examples pytorch-gan pytorch-implementation pytorch-tutorial pytorch-tutorials tensorflow-examples tensorflow-tutorials tensorflow2
Language:Python 6853
PRML / PRMLT
Matlab code of machine learning algorithms in book PRML
matlab machine-learning prml algorithms machine-learning-algorithms
Language:MATLAB 5973
Learn-Data-Science-For-Free
therealsreehari / Learn-Data-Science-For-Free
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.
artificial-intelligence computer-vision data-science datascienceproject deeplearning machine-learning machine-learning-algorithms natural-language-processing neural-networks
5005
zotroneneis / machine_learning_basics
Plain python implementations of basic machine learning algorithms
algorithm ipynb k-nearest-neighbor k-nearest-neighbours k-nn kmeans linear-regression logistic-regression machine-learning machine-learning-algorithms neural-network neural-networks perceptron python python-implementations python3
Language:Jupyter Notebook 4203
rasbt / pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
machine-learning machine-learning-algorithms pattern-classification
Language:Jupyter Notebook 4092
rapidsai / cuml
cuML - RAPIDS Machine Learning Library
cuda gpu machine-learning machine-learning-algorithms nvidia
Language:C++ 3895
alirezadir / Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
machine-learning machine-learning-algorithms ai deep-learning system-design scalable-applications interview interview-preparation interview-practice interviews
Language:Jupyter Notebook 3289
igel
nidhaloff / igel
a delightful machine learning tool that allows you to train, test, and use models without writing code
machine-learning machinelearning machine-learning-algorithms machine-learning-library artificial-intelligence neural-network neural-networks sklearn scikit-learn scikitlearn-machine-learning data-science data-analysis preprocessing automation automl automl-experiments hacktoberfest hacktoberfest2021
Language:Python 3078
stellargraph / stellargraph
StellarGraph - Machine Learning on Graphs
data-science deep-learning gcn geometric-deep-learning graph-analysis graph-convolutional-networks graph-data graph-machine-learning graph-neural-networks graphs heterogeneous-networks interpretability link-prediction machine-learning machine-learning-algorithms networkx python saliency-map stellargraph-library
Language:Python 2889
tslearn-team / tslearn
The machine learning toolkit for time series analysis in Python
time-series timeseries time-series-analysis time-series-clustering machine-learning machine-learning-algorithms machinelearning dtw python time-series-classification dynamic-time-warping
Language:Python 2779
scikit-learn-contrib / hdbscan
A high performance implementation of HDBSCAN clustering.
cluster-analysis clustering clustering-algorithm clustering-evaluation machine-learning machine-learning-algorithms
Language:Jupyter Notebook 2671
krishnakumarsekar / awesome-quantum-machine-learning
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
quantum quantum-computing quantum-programming-language machine-learning artificial-intelligence artificial-neural-networks tensorflow awesome-list awesome machine-learning-algorithms knn-classification fcm kmeans hmm-model qubits ant-colony-optimization ai quantum-ai qml
Language:HTML 2548
nano-neuron
trekhleb / nano-neuron
🤖 NanoNeuron is 7 simple JavaScript functions that will give you a feeling of how machines can actually "learn"
artificial-intelligence javascript machine-learning machine-learning-algorithms machinelearning
Language:JavaScript 2225
HarleysZhang / cv_note
记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/
computer-vision cpp11 deep-learning interview-questions machine-learning-algorithms python3
Language:C++ 2220
tirthajyoti / Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
deep-learning machine-learning machine-learning-algorithms artificial-intelligence neural-network paper learning-theory reinforcement-learning statistical-learning data-mining statistics pattern-recognition data-science silicon hardware game-theory literature
2164
modAL-python / modAL
A modular active learning framework for Python
scikit-learn machine-learning python active-learning machine-learning-library machine-learning-algorithms machine-learning-api active-learning-module bayesian-optimization
Language:Python 2139
Visualize-ML / Book7_Visualizations-for-Machine-Learning
Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正
baysian data-science linear-algebra machine-learning machine-learning-algorithms matrix
Language:Jupyter Notebook 1808
aburkov / theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
book machine-learning machine-learning-algorithms python
Language:Python 1748
symisc / sod
An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
computer-vision library deep-learning image-processing object-detection c cpu real-time convolutional-neural-networks face-detection facial-landmarks machine-learning-algorithms image-recognition image-analysis vision-framework embedded detection iot-device iot webassembly
Language:C 1714
pathwaycom / pathway
Pathway is a high-throughput, low-latency data processing framework that handles live data & streaming for you. Made with ❤️ for Python & ML/AI developers.
batch-processing kafka pathway python streaming machine-learning-algorithms real-time
Language:Python 1709
jermwatt / machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
machine-learning deep-learning artificial-intelligence data-science jupyter-notebook numpy autograd machine-learning-algorithms lecture-notes slides neural-network collab jax mathematical-optimization python
Language:Python 1584
microsoft / EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
iot-device sensor edge-machine-learning resource-constrained-ml machine-learning-algorithms microsoft-research machine-learning tensorflow deep-learning edge-computing microsoft edge-devices classifier emi-rnn pytorch bonsai protonn fastgrnn cpp fastrnn
Language:C++ 1534
MLReef / mlreef
The collaboration workspace for Machine Learning
mlops mlops-environment artificial-intelligence machine-learning machine-learning-algorithms deep-learning deeplearning models tensorflow pytorch data-science mxnet reproducibility
Language:Kotlin 1438
GIMP-ML
kritiksoman / GIMP-ML
AI for GNU Image Manipulation Program
gimp-plugin image-manipulation computer-vision gimp photo-editing computervision deep-learning machine-learning machine-learning-algorithms macos ubuntu linux coloring-image dehazing deblurring enlightenment python3 gimp-plugins
Language:Python 1361
LiYangHart / Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
hyperparameter-optimization machine-learning-algorithms hyperparameter-tuning machine-learning tuning-parameters grid-search random-search optimization hpo bayesian-optimization genetic-algorithm particle-swarm-optimization hyperband random-forest knn svm python-examples python-samples deep-learning artificial-neural-networks
Language:Jupyter Notebook 1248

machine-learning-algorithms

microsoft / ML-For-Beginners

Avik-Jain / 100-Days-Of-ML-Code

TheAlgorithms / C-Plus-Plus

ZuzooVn / machine-learning-for-software-engineers

trekhleb / homemade-machine-learning

TheAlgorithms / C

microsoft / nni

rasbt / python-machine-learning-book

Dod-o / Statistical-Learning-Method_Code

rushter / MLAlgorithms

instillai / machine-learning-course

aladdinpersson / Machine-Learning-Collection

PRML / PRMLT

therealsreehari / Learn-Data-Science-For-Free

zotroneneis / machine_learning_basics

rasbt / pattern_classification

rapidsai / cuml

alirezadir / Machine-Learning-Interviews

nidhaloff / igel

stellargraph / stellargraph

tslearn-team / tslearn

scikit-learn-contrib / hdbscan

krishnakumarsekar / awesome-quantum-machine-learning

trekhleb / nano-neuron

HarleysZhang / cv_note

tirthajyoti / Papers-Literature-ML-DL-RL-AI

modAL-python / modAL

Visualize-ML / Book7_Visualizations-for-Machine-Learning

aburkov / theMLbook

symisc / sod

pathwaycom / pathway

jermwatt / machine_learning_refined

microsoft / EdgeML

MLReef / mlreef

kritiksoman / GIMP-ML

LiYangHart / Hyperparameter-Optimization-of-Machine-Learning-Algorithms