Top 23 Machine Learning Open-Source Projects
An Open Source Machine Learning Framework for EveryoneProject mention: Running tensorflow/etc. inside vms...? Is it workable for performance? | reddit.com/r/tensorflow | 2021-09-15
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.
Tensors and Dynamic neural networks in Python with strong GPU accelerationProject 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.
scikit-learn: machine learning in PythonProject 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
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.
The world's simplest facial recognition api for Python and the command lineProject 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.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)Project mention: Keras vs. TensorFlow | dev.to | 2021-06-06
A linear regression model
Run Linux Software Faster and Safer than Linux with Unikernels.
Deepfakes Software For AllProject 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."
The Julia Programming LanguageProject mention: Julia PR: Separate codegen/LLVM from runtime for static compilation | news.ycombinator.com | 2021-09-20
The Patterns of Scalable, Reliable, and Performant Large-Scale SystemsProject mention: The Patterns of Scalable, Reliable, and Performant Large-Scale Systems | news.ycombinator.com | 2021-05-10
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.
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/
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
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
Have you tried this version?
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
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimationProject 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
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
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for allProject mention: [P] 12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all | reddit.com/r/learnmachinelearning | 2021-09-11
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
The fastai deep learning libraryProject 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
💫 Industrial-strength Natural Language Processing (NLP) in PythonProject 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.
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?
What are some of the best open-source Machine Learning projects? This list will help you:
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