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445 search results found

Homemade Machine Learning ⭐ 21,542

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Prml ⭐ 10,494

PRML algorithms implemented in Python

Numerical Linear Algebra ⭐ 9,850

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

The Complete Faang Preparation ⭐ 9,783

This repository contains all the DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.

Aima Python ⭐ 7,487

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

100days ⭐ 6,664

100 days of algorithms

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

Python For Algorithms Data Structures And Interviews ⭐ 2,329

Files for Udemy Course on Algorithms and Data Structures

The Numenta Anomaly Benchmark

Awesome Ai Ml Dl ⭐ 1,375

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Al Go Rithms ⭐ 1,298

🎵 Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Advisor ⭐ 1,202

Open-source implementation of Google Vizier for hyper parameters tuning

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Machinelearning ⭐ 1,029

Machine learning algorithms implemented by pure numpy

Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Reinforcement Learning Notebooks ⭐ 1,023

A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.

Pyspark Tutorial ⭐ 959

PySpark-Tutorial provides basic algorithms using PySpark

Modelarts Lab ⭐ 935

ModelArts-Lab是示例代码库。更多AI开发学习交流信息，请访问华为云AI开发者社区：hua

Qiskit Textbook ⭐ 847

A university quantum algorithms/computation course supplement based on Qiskit

Sklearn Deap ⭐ 731

Use evolutionary algorithms instead of gridsearch in scikit-learn

Numerical Computing Is Fun ⭐ 731

Learning numerical computing with notebooks for all ages.

Jupyter ⭐ 696

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

Universal Portfolios ⭐ 688

Collection of algorithms for online portfolio selection

Hands On Reinforcement Learning With Python ⭐ 665

Hands-On Reinforcement Learning with Python, published by Packt

Algorithmictrading ⭐ 606

This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver.

Python_intro ⭐ 594

Jupyter notebooks in Russian. Introduction to Python, basic algorithms and data structures

Monk_object_detection ⭐ 550

A one-stop repository for low-code easily-installable object detection pipelines.

Data Structures Using Python ⭐ 518

This is my repository for Data Structures using Python

David Silver Reinforcement Learning ⭐ 509

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

Bandits ⭐ 472

Python library for Multi-Armed Bandits

Algorithms_in_ipython_notebooks ⭐ 423

A repository with IPython notebooks of algorithms implemented in Python.

Grokking Deep Reinforcement Learning

H2o4gpu ⭐ 421

H2Oai GPU Edition

18.335 - Introduction to Numerical Methods course

Stock Analysis Engine ⭐ 414

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

Scikit Geometry ⭐ 392

Scientific Python Geometric Algorithms Library

User Machine Learning Tutorial ⭐ 386

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

Algorithmsanddatastructuresinaction ⭐ 380

Advanced Data Structures Implementation

100daysofmlcode ⭐ 369

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Ml Projectkart ⭐ 362

🙌Kart of 232+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.

Data_structures_and_algorithms_in_python ⭐ 354

📖 Worked Solutions of "Data Structures & Algorithms in Python", written by Michael T. Goodrich, Roberto Tamassia and Michael H. Goldwasser. ✏️

Recsys_course_at_polimi ⭐ 346

This is the official repository for the Recommender Systems course at Politecnico di Milano.

Ml_cheat_sheet ⭐ 345

My notes and superstitions about common machine learning algorithms

Meta Rl ⭐ 332

Implementation of Meta-RL A3C algorithm

Awesome_python_scripts ⭐ 307

🚀 Curated collection of Awesome Python Scripts which will make you go wow. Dive into this world of 360+ scripts. Feel free to contribute. Show your support by ✨this repository.

Mth594_machinelearning ⭐ 306

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)

Iridescent ⭐ 305

Solid data structure and algorithms

Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.

Machine Learning algorithms implemented from scratch

My_tech_resources ⭐ 297

List of tech resources future me and other Javascript/Ruby/Python/Elixir/Elm developers might find useful

Some exercises and problems in Introduction to Algorithms 3rd edition.

Amh Code ⭐ 284

Complete implementations from "Algorithms for Modern Hardware"

Self_supervised ⭐ 277

Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.

Smpybandits ⭐ 271

🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on

Pytorch Computer Vision Cookbook ⭐ 268

PyTorch Computer Vision Cookbook, Published by Packt

Motion_planning ⭐ 265

Robot path planning, mapping and exploration algorithms

Discrete Math Python Scripts ⭐ 263

Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera

Colour Demosaicing ⭐ 251

CFA (Colour Filter Array) Demosaicing Algorithms for Python

The Python Workshop ⭐ 245

A New, Interactive Approach to Learning Python

《程序员面试金典》(cc150)

Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

Machine Learning Goodness ⭐ 235

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

Deeplearningwithtf2.0 ⭐ 227

Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book

Htmresearch ⭐ 219

Experimental algorithms. Unsupported.

Neural Style Painting ⭐ 204

Implementing of the "A Neural Algorithm of Artistic Style"

Learn Statistical Learning Method ⭐ 204

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

Ml From Scratch ⭐ 188

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

Atari Model Zoo ⭐ 187

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

Notebooks ⭐ 183

Notebooks on how to use Distributed Evolutionary Algorithm in Python (DEAP)

A stable algorithm for GAN training

Lede Algorithms ⭐ 178

Algorithms course materials for the Lede program at Columbia Journalism School

Computer_science ⭐ 175

Computer Science Topics

Awesome Competitive Programming ⭐ 171

Must-know competitive programming problems with solutions and intuitive visualizations

Reinforcement_learning_ai_video_games ⭐ 169

Code for each week's short video of Siraj Raval Course on Reinforcement Learning "AI for Video Games"

Python implementations (on jupyter notebook) of algorithms described in the book "PRML"

Python Data Analysis And Image Processing Tutorial ⭐ 165

파이썬을 활용한 데이터 분석과 이미지 처리 - 강의 자료 및 소스코드 Repository입니다.

Multi Type Td Tsr ⭐ 161

Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

Disease Prediction From Symptoms ⭐ 159

Disease Prediction based on Symptoms.

Skills Ml ⭐ 159

Data Processing and Machine learning methods for the Open Skills Project

Bet On Sibyl ⭐ 157

Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)

Machine Learning Algorithms implementations

Actor Critic Public ⭐ 152

The source code for "An Actor Critic Algorithm for Structured Prediction"

Irl Maxent ⭐ 151

Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python

Aws Ai Ml Workshop Kr ⭐ 147

A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.

Recotour ⭐ 147

A tour through recommendation algorithms in python [IN PROGRESS]

Ipytracer ⭐ 141

📊 Algorithm Visualizer for IPython/Jupyter Notebook

Scriptsdump ⭐ 141

The biggest dump of scripts ever!

Artificial Intelligence And Machine Learning ⭐ 135

A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm

Quantum Algorithms Tutorials ⭐ 134

Tutorials for Quantum Algorithms with Qiskit implementations.

Optical Flow Filter ⭐ 133

A real time optical flow algorithm implemented on GPU

Regularized Linear Autoencoders ⭐ 132

Loss Landscapes of Regularized Linear Autoencoders

Realblur ⭐ 130

Repository for Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms

Yolo Object Detection ⭐ 127

YOLO is a state-of-the-art, real-time object detection algorithm. In this notebook, we will apply the YOLO algorithm to detect objects in images.

Yet another black-box optimization library for Python

Hands On Machine Learning For Cyber Security ⭐ 127

Hands-On Machine Learning for Cybersecurity, published by Packt

Colour Hdri ⭐ 125

HDRI / Radiance image processing algorithms for Python

Text Detection Using Yolo Algorithm In Keras Tensorflow ⭐ 122

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

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