Top 23 Machine Learning Open-Source Projects
An Open Source Machine Learning Framework for EveryoneProject mention: Le télétravail, porte ouverte aux délocalisations des métiers qualifiés | reddit.com/r/france | 2021-10-19
Deep Learning for humansProject mention: Steps_per_epoch=1 | reddit.com/r/tensorflow | 2021-10-18
I think I found my answer here Thank you for your help
Optimize your datasets for ML. Goodbye, boilerplate code - the fastest dataset optimization and management tool for computer vision.
Tensors and Dynamic neural networks in Python with strong GPU accelerationProject mention: Apple’s new M1 Pro and M1 Max processors take its in-house Arm-based chips to new heights | reddit.com/r/technology | 2021-10-19
Adding more info, pending PR to add Pytorch support: https://github.com/pytorch/pytorch/issues/47702
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: Crafting and Refining Leveling Guides - Update # 1 | reddit.com/r/newworldgame | 2021-10-18
Hello u/CreativeMischief, I'm planning to add the crafting skill / reagent bonusses to the calculations soon. About the recipe data, I've got them from NWDB with the permission of the owner. The price data is from my server. I took screenshots and ran them through a tool I wrote (essentially a wrapper around Tesseract. Thank you for your feedback.
The world's simplest facial recognition api for Python and the command lineProject mention: Facial recognition | reddit.com/r/OSINT | 2021-10-18
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)Project mention: Keras vs. TensorFlow | dev.to | 2021-06-06
A linear regression model
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.
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: What kind of solutions do you prefer and what area of maths do you study? | reddit.com/r/mathmemes | 2021-10-19
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: Una corta intro a las Redes Neuronales Artificiales | dev.to | 2021-09-22
Caffe de BAIR
Learn how to responsibly deliver value with ML.Project mention: mlops with mlflow | reddit.com/r/mlops | 2021-10-11
My recommendation for newbies is first to do this course: https://madewithml.com/
A toolkit for developing and comparing reinforcement learning algorithms.Project mention: Ideas for physics based modelling of solids using machine learning | reddit.com/r/learnmachinelearning | 2021-10-15
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
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
Have you tried this version?
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for allProject mention: Free Data Science for Beginners curriculum on GitHub | dev.to | 2021-09-29
Machine Learning for Beginners
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimationProject mention: Help finding an appropriate model for human pose estimation | reddit.com/r/computervision | 2021-09-29
Openpose: This is supposedly realtime (I assume on a gpu, 24fps?) and they provide training code
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
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: Parsing Addresses With Machine Learning | dev.to | 2021-10-18
A key feature of our address verification product is speed. Therefore, the library we chose to help build our address parser had to be up for the task. After comparing a few options, we chose spaCy. Given its state-of-the-art speed, named entity recognition feature, and documentation, spaCy is very suitable for this task.
Google ResearchProject mention: Siri turns 10 | reddit.com/r/apple | 2021-10-04
Conversely, Google publishes an order of magnitude more research on a wide variety of topics, and they actually implement that research.
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