Machine Learning

Open-source projects categorized as Machine Learning
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Topics: Deep Learning Python Data Science Pytorch AI
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Top 23 Machine Learning Open-Source Projects

  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    • Project mention: TensorFlow-metal on Apple Mac is junk for training | news.ycombinator.com | 2024-01-16

  • transformers

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    • Project mention: Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding | news.ycombinator.com | 2024-04-21

    The HuggingFace transformers library already has support for a similar method called prompt lookup decoding that uses the existing context to generate an ngram model: https://github.com/huggingface/transformers/issues/27722

    I don't think it would be that hard to switch it out for a pretrained ngram model.

  • InfluxDB

    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.

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  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    • Project mention: penzai: JAX research toolkit for building, editing, and visualizing neural nets | news.ycombinator.com | 2024-04-21

    > does PyTorch have a similar concept

    of course https://github.com/pytorch/pytorch/blob/main/torch/utils/_py...

  • Netdata

    The open-source observability platform everyone needs

    • Project mention: A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev | dev.to | 2024-02-05

    netdata.cloud — Netdata is an open-source tool to collect real-time metrics. It's a growing product and can also be found on GitHub!

  • ML-For-Beginners

    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:

  • cs-video-courses

    List of Computer Science courses with video lectures.

    • Project mention: Need advice | /r/PAK | 2023-07-12

    course Computer science is very wast field the fundamental remains same, learn basic fundamentals, data structures, concepts of object oriented programming.

  • Keras

    Deep Learning for humans

    • Project mention: Release: Keras 3.3.0 | news.ycombinator.com | 2024-04-22

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • scikit-learn

    scikit-learn: machine learning in Python

    • Project mention: AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite | news.ycombinator.com | 2024-04-09

    Thank you for your interest. There are some interesting examples in the SWE-bench-lite benchmark which are resolved by AutoCodeRover:

    - From sympy: https://github.com/sympy/sympy/issues/13643. AutoCodeRover's patch for it: https://github.com/nus-apr/auto-code-rover/blob/main/results...

    - Another one from scikit-learn: https://github.com/scikit-learn/scikit-learn/issues/13070. AutoCodeRover's patch (https://github.com/nus-apr/auto-code-rover/blob/main/results...) modified a few lines below (compared to the developer patch) and wrote a different comment.

    There are more examples in the results directory (https://github.com/nus-apr/auto-code-rover/tree/main/results).

  • tesseract-ocr

    Tesseract Open Source OCR Engine (main repository)

    • Project mention: one of the Codia AI Design technologies: OCR Technology | dev.to | 2024-02-14

    You will also need to install the Tesseract OCR engine, which can be downloaded and installed from the following link: https://github.com/tesseract-ocr/tesseract

  • awesome-scalability

    The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

  • Face Recognition

    The world's simplest facial recognition api for Python and the command line

    • Project mention: Security Image Recognition | /r/computervision | 2023-12-10

    Camera connected to a PI? Something like this could run locally: https://github.com/ageitgey/face_recognition

  • faceswap

    Deepfakes Software For All

    • Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30

  • nn

    🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    • Project mention: จำแนกสายพันธ์ุหมากับแมวง่ายๆด้วยYoLoV5 | dev.to | 2024-04-15

    Ref https://www.youtube.com/watch?v=0GwnxFNfZhM https://github.com/ultralytics/yolov5 https://dev.to/gfstealer666/kaaraich-yolo-alkrithuemainkaartrwcchcchabwatthu-object-detection-3lef https://www.kaggle.com/datasets/devdgohil/the-oxfordiiit-pet-dataset/data

  • julia

    The Julia Programming Language

    • Project mention: Top Paying Programming Technologies 2024 | dev.to | 2024-03-06

    34. Julia - $74,963

  • TensorFlow-Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

  • 100-Days-Of-ML-Code

    100 Days of ML Coding

    • Project mention: Top 10 GitHub Repositories Every Developer Should Bookmark in 2024 | dev.to | 2024-02-07

    2) 100 Days of ML Code: Embark on a 100-day journey into the fascinating world of machine learning with this structured curriculum. Packed with bite-sized coding challenges and real-world projects, this repository will transform you from a coding novice to a confident ML enthusiast. (https://github.com/Avik-Jain/100-Days-Of-ML-Code)

  • Open-Assistant

    OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

    • Project mention: Best open source AI chatbot alternative? | /r/opensource | 2023-12-08

    For open assistant, the code: https://github.com/LAION-AI/Open-Assistant/tree/main/inference

  • Made-With-ML

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

    • Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13

    Made With ML

  • Airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    • Project mention: Building in Public: Leveraging Tublian's AI Copilot for My Open Source Contributions | dev.to | 2024-02-12

    Contributing to Apache Airflow's open-source project immersed me in collaborative coding. Experienced maintainers rigorously reviewed my contributions, providing constructive feedback. This ongoing dialogue refined the codebase and honed my understanding of best practices.

  • gym

    A toolkit for developing and comparing reinforcement learning algorithms.

    • Project mention: OpenAI Acquires Global Illumination | news.ycombinator.com | 2023-08-16

    A co-founder announced they disbanded their robots team a couple years ago: https://venturebeat.com/business/openai-disbands-its-robotic...

    That was the same time they depreciated OpenAI Gym: https://github.com/openai/gym

  • Caffe

    Caffe: a fast open framework for deep learning.

    • Project mention: List of AI-Models | /r/GPT_do_dah | 2023-05-16

    Click to Learn more...

  • Tesseract.js

    Pure Javascript OCR for more than 100 Languages 📖🎉🖥

    • Project mention: I am out of the loop. Is Next.js "the future" and something I should consider adding to my knowledge pool? | /r/webdev | 2023-07-05

    What do you have against tesseract.js?

  • SaaSHub

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

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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).

Machine Learning related posts

Index

What are some of the best open-source Machine Learning projects? This list will help you:

Project Stars
1 tensorflow 182,323
2 transformers 124,557
3 Pytorch 77,783
4 Netdata 68,064
5 ML-For-Beginners 66,806
6 cs-video-courses 64,788
7 Keras 60,902
8 scikit-learn 58,046
9 tesseract-ocr 57,866
10 awesome-scalability 52,917
11 Face Recognition 51,693
12 faceswap 49,178
13 nn 47,503
14 yolov5 46,738
15 julia 44,469
16 TensorFlow-Examples 43,200
17 100-Days-Of-ML-Code 43,200
18 Open-Assistant 36,622
19 Made-With-ML 35,610
20 Airflow 34,397
21 gym 33,846
22 Caffe 33,837
23 Tesseract.js 33,398

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