Jupyter Notebook machine-learning-algorithms

Open-source Jupyter Notebook projects categorized as machine-learning-algorithms

Top 21 Jupyter Notebook machine-learning-algorithm Projects

  • ML-For-Beginners

    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

    Project mention: is it worth learning NLP without master degree? | /r/MLQuestions | 2023-05-01

    I don't recommend just jumping in into natural language processing directly without understanding artificial intelligence theory. I personally recommend for you to start with the basic stuff (regression, classification, and clustering, for example), and then jump into more advanced topics. You already know software developer stuff, so that's a big step already, and it should be easier to understand some concepts. Maybe follow Microsoft's machine learning for beginners curriculum? It looks like a good roadmap overall to not instantly burn out on nlp

  • homemade-machine-learning

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

    Project mention: Homemade Machine Learning | news.ycombinator.com | 2022-12-01
  • SonarLint

    Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.

  • python-machine-learning-book

    The "Python Machine Learning (1st edition)" book code repository and info resource

    Project mention: Can you recommend a Python textbook to replace "An Introduction to Statistical Learning with Applications in R", Witten, J. et. al. [E] | /r/statistics | 2022-12-12
  • pattern_classification

    A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

  • machine_learning_basics

    Plain python implementations of basic machine learning algorithms

  • hdbscan

    A high performance implementation of HDBSCAN clustering.

    Project mention: Introducing the Semantic Graph | dev.to | 2022-09-16

    A number of excellent topic modeling libraries exist in Python today. BERTopic and Top2Vec are two of the most popular. Both use sentence-transformers to encode data into vectors, UMAP for dimensionality reduction and HDBSCAN to cluster nodes.

  • Play-with-Machine-Learning-Algorithms

    Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

    Project mention: Play-with-Machine-Learning-Algorithms: NEW Courses - star count:1156.0 | /r/algoprojects | 2022-06-25
  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • Time-series-classification-and-clustering-with-Reservoir-Computing

    Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

  • Multi-Type-TD-TSR

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

    Project mention: [D] Getting super-level table extraction | /r/MachineLearning | 2022-08-23

    Recently, I've been researching extracting tables from image documents. First I tried with pdfs, however, the data extraction libraries like camelot are inconsistent. I found a deep learning model called CascadeTabNet. The detection results are okay but cell recognition is poor. I even found Multi-Type-TD-TSR for table extraction. It uses image processing techniques to find the grids. It performs well on structured and bordered tables. However, it messes up if the cell is not properly aligned. Even if extraction is successful, aggregation of multi-line cells, i.e post-processing, is not very obvious.

  • artificial-intelligence-and-machine-learning

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

  • PyImpetus

    PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features

  • ai-seed

    1000+ ready code templates to kickstart your next AI experiment

  • 100DaysOfML

    100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

    Project mention: 100Days of Machine Learning | /r/programming | 2022-10-06
  • mljar-examples

    Examples how MLJAR can be used

  • Graphs4Sci

  • kaggle-courses

    Courses on Kaggle

    Project mention: Completed all the Kaggle courses. | dev.to | 2022-07-31
  • Machine-Learning-Algorithms

    All Machine Learning Algorithms

  • 60-Days-of-Data-Science-and-ML

    60 Days of Data Science and ML

    Project mention: 60 Days of Data Science and Machine Learning | dev.to | 2022-09-15

    Day 31 - Machine Learning Linear Regression

  • humble-benchmarks

    Benchmarking programming languages using statistics and machine learning algorithms

  • Diabetes-Prediction-Using-SVM

    In this case, we train our model with several medical informations such as the blood glucose level, insulin level of patients along with whether the person has diabetes or not so this act as labels whether that person is diabetic or non-diabetic so this will be label for this case.

    Project mention: Diabetes Prediction Using SVM - Interesting Machine Learning Projects | dev.to | 2022-09-19

    Github Link for Jupyter File and Dataset : Click Here

  • Python_NN

    A short NumPy library for training neural networks, intended for learning purposes.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-05-01.

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