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The Top 1,277 Jupyter Notebook Algorithms Open Source Projects

Categories > Computer Science > Algorithms
Categories > Data Processing > Jupyter Notebook
Homemade Machine Learning ⭐ 19,172
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
most recent commit a month ago
Recommenders ⭐ 13,242
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 18 hours agopypi recommenders} Downloads
Prml ⭐ 10,494
PRML algorithms implemented in Python
most recent commit 13 days ago
The Complete Faang Preparation ⭐ 7,713
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.
most recent commit 21 hours ago
100days ⭐ 6,664
100 days of algorithms
most recent commit 4 years ago
Aima Python ⭐ 6,225
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
most recent commit 4 months ago
Machinelearning ⭐ 4,030
My blogs and code for machine learning. http://cnblogs.com/pinard
most recent commit 3 years ago
Quantumkatas ⭐ 3,889
Tutorials and programming exercises for learning Q# and quantum computing
total releases 102most recent commit a day ago
Machine_learning_basics ⭐ 3,546
Plain python implementations of basic machine learning algorithms
most recent commit 6 months ago
Essentia ⭐ 2,111
C++ library for audio and music analysis, description and synthesis, including Python bindings
dependent packages 9total releases 13most recent commit 10 days agopypi essentia} Downloads
Python For Algorithms Data Structures And Interviews ⭐ 1,999
Files for Udemy Course on Algorithms and Data Structures
most recent commit 2 months ago
Nab ⭐ 1,554
The Numenta Anomaly Benchmark
most recent commit 3 months ago
Deeplearning_tutorials ⭐ 1,216
The deeplearning algorithms implemented by tensorflow
most recent commit 3 years ago
Advisor ⭐ 1,202
Open-source implementation of Google Vizier for hyper parameters tuning
total releases 5most recent commit 3 years ago
Al Go Rithms ⭐ 1,142
🎵 Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/
most recent commit 4 months ago
Awesome Ai Ml Dl ⭐ 1,048
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
most recent commit 3 days ago
Reinforcement Learning Notebooks ⭐ 1,023
A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.
most recent commit 4 years ago
Machinelearning ⭐ 983
Machine learning algorithms implemented by pure numpy
most recent commit 3 months ago
Awesome Ai Books ⭐ 979
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
most recent commit 4 months ago
Modelarts Lab ⭐ 901
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
most recent commit 15 days ago
Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 856
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
most recent commit 2 months ago
Numerical Computing Is Fun ⭐ 731
Learning numerical computing with notebooks for all ages.
most recent commit 3 years ago
Qiskit Textbook ⭐ 705
A university quantum algorithms/computation course supplement based on Qiskit
most recent commit 10 days ago
Sklearn Deap ⭐ 649
Use evolutionary algorithms instead of gridsearch in scikit-learn
total releases 13most recent commit 10 months ago
Hands On Reinforcement Learning With Python ⭐ 607
Hands-On Reinforcement Learning with Python, published by Packt
most recent commit a day ago
Deep Learning Machine Learning Stock ⭐ 584
Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.
most recent commit a day ago
Monk_object_detection ⭐ 520
A one-stop repository for low-code easily-installable object detection pipelines.
total releases 11most recent commit 3 months ago
Data Structures Using Python ⭐ 518
This is my repository for Data Structures using Python
most recent commit a year ago
David Silver Reinforcement Learning ⭐ 509
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
most recent commit 4 years ago
Python_intro ⭐ 501
Jupyter notebooks in Russian. Introduction to Python, basic algorithms and data structures
most recent commit 3 years ago
Universal Portfolios ⭐ 485
Collection of algorithms for online portfolio selection
total releases 16most recent commit 3 months ago
Bandits ⭐ 472
Python library for Multi-Armed Bandits
most recent commit 2 years ago
Algorithms_in_ipython_notebooks ⭐ 423
A repository with IPython notebooks of algorithms implemented in Python.
most recent commit 5 years ago
Gdrl ⭐ 422
Grokking Deep Reinforcement Learning
most recent commit 4 months ago
H2o4gpu ⭐ 421
H2Oai GPU Edition
most recent commit a year ago
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/
total releases 167most recent commit 2 years ago
Jupyter ⭐ 396
The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.
most recent commit 2 months ago
User Machine Learning Tutorial ⭐ 386
useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html
most recent commit 4 years ago
100daysofmlcode ⭐ 369
most recent commit 3 years ago
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 2 years ago
Ml_cheat_sheet ⭐ 345
My notes and superstitions about common machine learning algorithms
most recent commit 5 years ago
18335 ⭐ 342
18.335 - Introduction to Numerical Methods course
most recent commit 14 days ago
Meta Rl ⭐ 332
Implementation of Meta-RL A3C algorithm
most recent commit 5 years ago
Algorithmsanddatastructuresinaction ⭐ 307
Advanced Data Structures Implementation
most recent commit 4 months ago
Mth594_machinelearning ⭐ 306
The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)
most recent commit 5 years ago
Siml ⭐ 299
Machine Learning algorithms implemented from scratch
total releases 9most recent commit a year ago
Scikit Geometry ⭐ 296
Scientific Python Geometric Algorithms Library
most recent commit a month ago
Clrs ⭐ 290
Some exercises and problems in Introduction to Algorithms 3rd edition.
most recent commit 2 years ago
Iridescent ⭐ 283
Solid data structure and algorithms
most recent commit a month ago
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
total releases 6most recent commit 7 months ago
Data_structures_and_algorithms_in_python ⭐ 264
📖 Worked Solutions of "Data Structures & Algorithms in Python", written by Michael T. Goodrich, Roberto Tamassia and Michael H. Goldwasser. ✏️
most recent commit 2 months ago
My_tech_resources ⭐ 257
List of tech resources future me and other Javascript/Ruby/Python/Elixir/Elm developers might find useful
most recent commit a month ago
Recsys_course_at_polimi ⭐ 244
This is the official repository for the Recommender Systems course at Politecnico di Milano.
most recent commit 6 days ago
Cc150 ⭐ 244
《程序员面试金典》(cc150)
most recent commit 2 years ago
Self_supervised ⭐ 235
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
total releases 11most recent commit 2 months ago
Amh Code ⭐ 233
Complete implementations from "Algorithms for Modern Hardware"
most recent commit 9 hours ago
Deeplearningwithtf2.0 ⭐ 227
Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book
most recent commit 2 years ago
Htmresearch ⭐ 219
Experimental algorithms. Unsupported.
total releases 2most recent commit 2 years ago
The Python Workshop ⭐ 214
A New, Interactive Approach to Learning Python
most recent commit 3 months ago
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。
most recent commit a year ago
Neural Style Painting ⭐ 204
Implementing of the "A Neural Algorithm of Artistic Style"
most recent commit 4 years ago
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.
most recent commit 2 years ago
Colour Demosaicing ⭐ 185
CFA (Colour Filter Array) Demosaicing Algorithms for Python
dependent packages 3total releases 9most recent commit 15 days agopypi colour-demosaicing} Downloads
Notebooks ⭐ 183
Notebooks on how to use Distributed Evolutionary Algorithm in Python (DEAP)
most recent commit 6 months ago
Dragan ⭐ 182
A stable algorithm for GAN training
most recent commit 4 years ago
Lede Algorithms ⭐ 178
Algorithms course materials for the Lede program at Columbia Journalism School
most recent commit 8 months ago
Reinforcement_learning_ai_video_games ⭐ 169
Code for each week's short video of Siraj Raval Course on Reinforcement Learning "AI for Video Games"
most recent commit 4 years ago
Prml ⭐ 168
Python implementations (on jupyter notebook) of algorithms described in the book "PRML"
most recent commit a year ago
Python Data Analysis And Image Processing Tutorial ⭐ 165
파이썬을 활용한 데이터 분석과 이미지 처리 - 강의 자료 및 소스코드 Repository입니다.
most recent commit 2 years ago
Ml From Scratch ⭐ 158
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.
most recent commit 3 months ago
Bet On Sibyl ⭐ 157
Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)
most recent commit 5 years ago
Mlbox ⭐ 153
Machine Learning Algorithms implementations
most recent commit 4 years ago
Actor Critic Public ⭐ 152
The source code for "An Actor Critic Algorithm for Structured Prediction"
most recent commit 5 years ago
Recotour ⭐ 147
A tour through recommendation algorithms in python [IN PROGRESS]
most recent commit 8 months ago
Ipytracer ⭐ 141
📊 Algorithm Visualizer for IPython/Jupyter Notebook
most recent commit 5 years ago
Ml Projectkart ⭐ 139
🙌Kart of 210+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
most recent commit 2 months ago
Awesome Competitive Programming ⭐ 138
Must-know competitive programming problems with solutions and intuitive visualizations
most recent commit a year ago
Sarsen ⭐ 137
Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors
most recent commit 3 days ago
Skills Ml ⭐ 136
Data Processing and Machine learning methods for the Open Skills Project
total releases 3most recent commit 7 months ago
Quantum Algorithms Tutorials ⭐ 134
Tutorials for Quantum Algorithms with Qiskit implementations.
most recent commit 7 months ago
Optical Flow Filter ⭐ 133
A real time optical flow algorithm implemented on GPU
most recent commit 2 years ago
Regularized Linear Autoencoders ⭐ 132
Loss Landscapes of Regularized Linear Autoencoders
most recent commit 3 days ago
Skab ⭐ 132
SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.
most recent commit 2 months ago
Scriptsdump ⭐ 129
The biggest dump of scripts ever!
most recent commit 7 months ago
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.
most recent commit 6 months ago
Machine Learning And Data Science ⭐ 119
This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.
most recent commit 2 years ago
Motion_planning ⭐ 118
Robot path planning, mapping and exploration algorithms
most recent commit a month ago
Criteo 1tb Benchmark ⭐ 117
Benchmark of different ML algorithms on Criteo 1TB dataset
most recent commit 5 years ago
Interpretdl ⭐ 114
InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。https://interpretdl.readth
most recent commit a day ago
19_udacity_dsa ⭐ 107
Data Structures & Algorithms Nanodegree Program from Udacity
most recent commit 2 years ago
Multi Type Td Tsr ⭐ 107
Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:
most recent commit 3 months ago
Disease Prediction From Symptoms ⭐ 106
Disease Prediction based on Symptoms.
most recent commit 5 months ago
Anomaly Detection ⭐ 100
Anomaly detection algorithm implementation in Python
most recent commit 2 years ago
Image Compression With K Means Clustering ⭐ 99
Implemented the K-means algorithm with Octave and Python for image compression.
most recent commit 4 years ago
Prob_mbrl ⭐ 96
A library of probabilistic model based RL algorithms in pytorch
most recent commit a year ago
Pytorch Computer Vision Cookbook ⭐ 96
PyTorch Computer Vision Cookbook, Published by Packt
most recent commit a year ago
Qrs_detector ⭐ 95
Python Online and Offline ECG QRS Detector based on the Pan-Tomkins algorithm
most recent commit 3 years ago
Ristretto ⭐ 94
Randomized Dimension Reduction Library
total releases 4most recent commit a year ago
Machinelearning ⭐ 94
A repo with tutorials for algorithms from scratch
most recent commit 4 years ago
Colour Hdri ⭐ 93
HDRI / Radiance image processing algorithms for Python
total releases 10most recent commit 15 days ago
1-100 of 1,277 projects
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