Top 23 Machine learning Open-Source Projects
An Open Source Machine Learning Framework for EveryoneProject mention: TensorFlow 2.5.0 | reddit.com/r/tensorflow | 2021-05-13
Deep Learning for humansProject mention: Machine Learning HomeLab | reddit.com/r/homelab | 2021-04-26
Python and Keras are the path I would take for starters.
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Tensors and Dynamic neural networks in Python with strong GPU accelerationProject mention: Is the GPU accelerated version for Mac M1 released? | reddit.com/r/pytorch | 2021-05-14
scikit-learn: machine learning in PythonProject mention: Any from scratch Hamming Loss implementations? | reddit.com/r/LearnML | 2021-05-10
The source code for the function you refer to is quite straightforward anyway. The definition of count_nonzero() is here.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)Project mention: Tensorman and RTX 30-Series GPU's | reddit.com/r/pop_os | 2021-03-19
When I run this simple project, the log output is below. There is a 5-minute pause at 16:48. There is a second pause at the end of the script before the output of the example (final output excluded). This project runs quickly if I exclude "--gpu" and run it on the CPU.
The world's simplest facial recognition api for Python and the command lineProject mention: CompreFace - Free and open-source self-hosted face recognition system from Exadel | reddit.com/r/selfhosted | 2021-05-07
As for me, openface is already outdated - the latest release was in 2016. If you look for a library, the easiest to use is ageitgey/face_recognition. The more accurate libraries are davidsandberg/facenet and deepinsight/insightface.
Tesseract Open Source OCR Engine (main repository)Project mention: How do I highlight and command + F a document that won’t allow it? | reddit.com/r/techsupport | 2021-05-10
Or use https://github.com/tesseract-ocr/tesseract
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Deepfakes Software For AllProject mention: Whole Dutch parliamentary of foreign affairs fooled by a deepfake zoom call of an employee of Alexei Navalny | reddit.com/r/worldnews | 2021-04-24
Here's the faceswap github
The Julia Programming LanguageProject mention: What is Julia. | reddit.com/r/Julia | 2021-05-14
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.
A complete daily plan for studying to become a machine learning engineer.Project mention: Tips Untuk Pemula Dalam Programming Dan Data | reddit.com/r/indonesia | 2020-09-26
A toolkit for developing and comparing reinforcement learning algorithms.Project mention: Boycotting 2.0 or rather PoS | reddit.com/r/EtherMining | 2021-05-15
Python is probably a good language to start with for this, I probably wouldn't start with a deep learning project but if when you do feel comfortable enough to give it a shot this is what I used to build a trading environment to train an AI.
2.2) Tessaract.js - an Optical Character Recognition Library
List of Computer Science courses with video lectures.Project mention: Can anyone recommend any deep web sites that hosts certificate courses from reputable universities for free? Or any edtech sites on the deep web. Thanks. | reddit.com/r/deepweb | 2021-05-12
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
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimationProject mention: [D] Are there any end-to-end full body pose estimation systems that can be fine tuned? | reddit.com/r/MachineLearning | 2021-04-29
This is a good pose detection repo: https://github.com/CMU-Perceptual-Computing-Lab/openpose.
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: Is there a python library or API that is able to check the grammar of a sentence? | reddit.com/r/LanguageTechnology | 2021-05-09
spaCy https://spacy.io/ has a feature called Parts of Speech recognition, but it isn't "checking" on an ordinary sense, because correctness of the grammar depends on language
> But you still lose something, e.g. if you use half precision on V100 you get virtually double speed, if you do on a 1080 / 2080 you get... nothing because it's not supported.
That's not true. FP16 is supported and can be fast on 2080, although some frameworks fail to see the speed-up. I filed a bug report about this a year ago: https://github.com/apache/incubator-mxnet/issues/17665
What consumer GPUs lack is ECC and fast FP64.
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.Project mention: [Request] Curated Advanced NLP Resources | reddit.com/r/datascience | 2021-05-05
I could not find it on the internet (including on GitHub, Kaggle, Medium, or Reddit.) And, I know about NLP Progress and The Super Duper NLP Repo.
Google ResearchProject mention: [2104.14421] What Are Bayesian Neural Network Posteriors Really Like? | reddit.com/r/MachineLearning | 2021-05-01
The link is in the paper.
What are some of the best open-source Machine learning projects? This list will help you: