Machine Learning

Open-source projects categorized as Machine Learning | Edit details

Top 23 Machine Learning Open-Source Projects

  • GitHub repo tensorflow

    An Open Source Machine Learning Framework for Everyone

    Project mention: Running tensorflow/etc. inside vms...? Is it workable for performance? | reddit.com/r/tensorflow | 2021-09-15
  • GitHub repo Keras

    Deep Learning for humans

    Project mention: Data Science with JavaScript: What we've learned so far? | news.ycombinator.com | 2021-09-09
  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: Training ESRGAN: Seemingly impossible | dev.to | 2021-09-13

    So, I was using a pretty high-end machine with an AMD RX 6900 XT GPU, ready to do some GPU accelerated computing. I had booted into Windows 10. I followed a guide for training on my own dataset. PyTorch was the name of the framework that served as the foundation for [BasicSR[(https://github.com/xinntao/BasicSR), which in turn provided the tools I needed.

  • GitHub repo scikit-learn

    scikit-learn: machine learning in Python

    Project mention: Scikit-Learn Version 1.0 | news.ycombinator.com | 2021-09-14

    Just to clarify, scikit-learn 1.0 has not been released yet. The latest tag in the github repo is 1.0.rc2

    https://github.com/scikit-learn/scikit-learn/releases/tag/1....

  • GitHub repo tesseract-ocr

    Tesseract Open Source OCR Engine (main repository)

    Project mention: OCR Resources | reddit.com/r/deeplearning | 2021-09-17

    Tesseract OCR is a solid OCR tool. Looking at how it's built may inform your approach, and you may even be able to feed Tesseract's network outputs into your own model to improve it.

  • GitHub repo Face Recognition

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

    Project mention: Photo auto-tagging and facial rec scripts/apps | reddit.com/r/selfhosted | 2021-09-09

    There's quite a few decent python scripts/libraries that would do the job quite simply, such as https://github.com/ageitgey/face_recognition so you could script something up reasonably easily.

  • GitHub repo TensorFlow-Examples

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

    Project mention: Keras vs. TensorFlow | dev.to | 2021-06-06

    A linear regression model

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo faceswap

    Deepfakes Software For All

    Project mention: Is it just me, or is faceswap installation trolling me? | reddit.com/r/faceswap | 2021-08-18

    It keeps getting stuck at either"fatal: unable to access 'https://github.com/deepfakes/faceswap.git/':" or "Please run this script with Python version 3.7 or 3.8 64bit and try again."

  • GitHub repo julia

    The Julia Programming Language

    Project mention: Julia PR: Separate codegen/LLVM from runtime for static compilation | news.ycombinator.com | 2021-09-20
  • GitHub repo awesome-scalability

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

    Project mention: The Patterns of Scalable, Reliable, and Performant Large-Scale Systems | news.ycombinator.com | 2021-05-10
  • GitHub repo Caffe

    Caffe: a fast open framework for deep learning.

    Project mention: Can someone please guide me regarding these different face detection models? | reddit.com/r/learnmachinelearning | 2021-05-27

    Caffe is a DL framework just like TensorFlow, PyTorch etc. OpenPose is a real-time person detection library, implemented in Caffe and c++. You can find the original paper here and the implementation here.

  • GitHub repo MadeWithML

    Learn how to responsibly deliver value with ML.

    Project mention: MlOps ? | reddit.com/r/OMSCS | 2021-09-08

    Not in GATech, but I found this pretty good: https://madewithml.com/

  • GitHub repo machine-learning-for-software-engineers

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

    Project mention: Plano de estudos em machine learning com conteúdos em português. | dev.to | 2021-08-18
  • GitHub repo gym

    A toolkit for developing and comparing reinforcement learning algorithms.

    Project mention: OpenAI Gym: How to assign values to a state variable while remaining its format in a custom environment | reddit.com/r/reinforcementlearning | 2021-09-16

    Don't use spaces for state variables. Use regular python variables for state variables. Box and Discrete are to provide information to a program using the environment about the size of the action tuples expected by .step() and the size of the state tuples returned by .step() and .reset(). The only variables that should be set to Box or Discrete are self.action_space and self._observation space. You can look at this file an example https://github.com/openai/gym/blob/master/gym/envs/classic_control/cartpole.py

  • GitHub repo Tesseract.js

    Pure Javascript OCR for more than 100 Languages 📖🎉🖥

    Project mention: D2 Trading App: Image Import | reddit.com/r/Diablo | 2021-08-30

    Have you tried this version?

  • GitHub repo cs-video-courses

    List of Computer Science courses with video lectures.

    Project mention: Learning path for Data Structures and Algorithms? | reddit.com/r/AskComputerScience | 2021-08-21

    Here's a list of CS Video Courses you could look at. Here's the section on Data Structures/Algorithms

  • GitHub repo openpose

    OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

    Project mention: How do I convert OpenPose JSON to image coordinates? | reddit.com/r/learnpython | 2021-08-21

    We can find the options for --keypoint_scale here: https://github.com/CMU-Perceptual-Computing-Lab/openpose/blob/master/include/openpose/flags.hpp

  • GitHub repo data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

    Project mention: Beginner in Python for Data Science | reddit.com/r/learnpython | 2020-12-27

    data science ipython notebooks

  • GitHub repo ML-For-Beginners

    12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

    Project mention: [P] 12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all | reddit.com/r/learnmachinelearning | 2021-09-11
  • GitHub repo xgboost

    Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

  • GitHub repo fastai

    The fastai deep learning library

    Project mention: D I Refuse To Use Pytorch Because Its A Facebook | reddit.com/r/MachineLearning | 2020-12-29

    Also, not a single docstring to document any code in the library - https://github.com/fastai/fastai/blob/master/fastai/vision/learner.py

  • GitHub repo spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    Project mention: how to find the word "know" but ignore it if it's "don't know" in a text? | reddit.com/r/learnpython | 2021-08-30

    The answers given using regular expression certainly meet the criteria you've specified. However, if you're really wanting to do language processing, you may want to look into a tool like spacy.

  • GitHub repo mxnet

    Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

    Project mention: just released my Clojure AI book | reddit.com/r/Clojure | 2021-05-23

    Clojure and Python also have bindings to the Apache MXNet library. Is there a reason why you didn't use them in some of your projects?

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 2021-09-20.

Index

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

Project Stars
1 tensorflow 159,069
2 Keras 52,551
3 Pytorch 50,956
4 scikit-learn 47,217
5 tesseract-ocr 41,802
6 Face Recognition 41,426
7 TensorFlow-Examples 41,136
8 faceswap 38,398
9 julia 36,182
10 awesome-scalability 35,946
11 Caffe 31,916
12 MadeWithML 28,761
13 machine-learning-for-software-engineers 25,344
14 gym 25,224
15 Tesseract.js 24,745
16 cs-video-courses 24,070
17 openpose 21,969
18 data-science-ipython-notebooks 21,599
19 ML-For-Beginners 21,595
20 xgboost 21,564
21 fastai 21,421
22 spaCy 21,309
23 mxnet 19,647
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