Top 23 machine-learning-algorithm Open-Source Projects

• ML-For-Beginners

  28 67,111 7.6 HTML

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

  

Project mention: Good coding groups for black women? | news.ycombinator.com | 2024-01-13

- https://github.com/microsoft/ML-For-Beginners

Also check out this list Pitt puts out every year:

• 100-Days-Of-ML-Code

  4 43,436 0.0

  100 Days of ML Coding

Project mention: Top 10 GitHub Repositories for Python and Java Developers | dev.to | 2024-05-03

5. Avik-Jain/100-Days-Of-ML-Code - As the name implies, this repository offers a structured approach to learning machine learning with Python. It covers core ML principles and algorithms through real-world applications. https://github.com/Avik-Jain/100-Days-Of-ML-Code

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• C-Plus-Plus

  3 29,205 6.4 C++

  Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

  

• machine-learning-for-software-engineers

  2 27,751 0.0

  A complete daily plan for studying to become a machine learning engineer.

• homemade-machine-learning

  7 22,559 3.8 Jupyter Notebook

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

• C

  5 18,138 4.9 C

  Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

  

• nni

  5 13,765 6.7 Python

  An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

  

• SaaSHub

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• python-machine-learning-book

  2 12,076 0.0 Jupyter Notebook

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

• Machine-Learning-Collection

  9 7,029 3.5 Python

  A resource for learning about Machine learning & Deep Learning

Project mention: Building an AI Game Bot 🤖Using Imitation Learning and 3D Convolution ResNet | dev.to | 2024-01-02

def compute_mean_std(dataloader): ''' We assume that the images of the dataloader have the same height and width source: https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_std_mean.py ''' # var[X] = E[X**2] - E[X]**2 channels_sum, channels_sqrd_sum, num_batches = 0, 0, 0 for batch_images, labels in tqdm(dataloader): # (B,H,W,C) batch_images = batch_images.permute(0,3,4,2,1) channels_sum += torch.mean(batch_images, dim=[0, 1, 2, 3]) channels_sqrd_sum += torch.mean(batch_images ** 2, dim=[0, 1, 2,3]) num_batches += 1 mean = channels_sum / num_batches std = (channels_sqrd_sum / num_batches - mean ** 2) ** 0.5 return mean, std compute_mean_std(dataloader)

• Learn-Datascience-For-Free

  9 5,003 0.0

  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.

• machine_learning_basics

  5 4,211 0.0 Jupyter Notebook

  Plain python implementations of basic machine learning algorithms

• pattern_classification

  1 4,094 2.7 Jupyter Notebook

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

• cuml

  10 3,926 9.3 C++

  cuML - RAPIDS Machine Learning Library

  

Project mention: FLaNK Stack Weekly for 13 November 2023 | dev.to | 2023-11-13

• igel

  11 3,080 1.1 Python

  a delightful machine learning tool that allows you to train, test, and use models without writing code

• tslearn

  51 2,786 6.9 Python

  The machine learning toolkit for time series analysis in Python

  

• hdbscan

  6 2,685 5.8 Jupyter Notebook

  A high performance implementation of HDBSCAN clustering.

  

• nano-neuron

  2 2,224 0.0 JavaScript

  🤖 NanoNeuron is 7 simple JavaScript functions that will give you a feeling of how machines can actually "learn"

• modAL

  4 2,143 1.9 Python

  A modular active learning framework for Python

  

• sod

  6 1,714 4.8 C

  An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Project mention: Ask HN: Who is hiring? (September 2023) | news.ycombinator.com | 2023-09-01

PixLab (https://pixlab.io) & FACEIO (https://faceio.net) | Full-or-part-time | Remote | Computer Vision / Full stack Engineers |

PixLab, a leading provider of Machine Vision, Face Recognition & Media Processing APIs is looking for:

* Embedded C & Computer Vision engineer(s) to work on the SOD (https://sod.pixlab.io), embedded computer vision library.

* Senior Python engineer with proficiency in PyTorch to work on FACEIO (https://faceio.net), our facial authentication web framework for web sites & apps.

* C++ developer with ML expertise to work on the port of Tiny-Dream (https://pixlab.io/tiny-dream), our embedded Stable Diffusion C++ library from ncnn to ggml.

* React/Vue JS Web developer(s) with expertise in fabric.js to work on a brand new, web based photo editing software backed by generative AI.

Reach out to Vincent via contact AT pixlab.io with your resume if interested.

• machine_learning_refined

  3 1,588 6.6 Python

  Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

• EdgeML

  1 1,541 0.0 C++

  This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India. (by microsoft)

  

• mlreef

  4 1,438 0.0 Kotlin

  The collaboration workspace for Machine Learning

  

• GIMP-ML

  8 1,347 0.0 Python

  AI for GNU Image Manipulation Program

• SaaSHub

  www.saashub.com featured

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

  

machine-learning-algorithms related posts

• ML for Beginners GitHub

  1 project | news.ycombinator.com | 14 Nov 2023

• [P] Request to Test PyMilo: A New Python Library for Machine Learning I/O

  1 project | /r/MachineLearning | 29 Sep 2023

• Pointers to reduce false negatives while not sacrificing accuracy in deep learning

  2 projects | /r/datascience | 24 Jun 2023

• is it worth learning NLP without master degree?

  1 project | /r/MLQuestions | 1 May 2023

• AI i Machine Learning

  1 project | /r/programiranje | 4 Apr 2023

• Cross Validating Time Series Models in R

  1 project | /r/rstats | 16 Mar 2023

• Is it possible to run Sklearn models on a GPU?

  1 project | /r/datascience | 5 Mar 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 10 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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