Machine learning
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
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In the given documentation, the mentioned key are acc and val_acc, but actually it is accuracy and val_accuracy.
Given documentation screenshot:

Whereas the actual keys are `dict_keys(['val_loss', 'val_accuracy
Description
Using dbscan with precomputed neighbors gives an error in 0.22.X, but not in 0.21.3.
I am not sure if this is an intended change or not, but could not see anything on this in the release history. If this is due to a mistake on my part on how to us precomputed neighbors, please tell me, and I will direct my question elsewhere.
Steps/Code to Reproduce
I think "outputs [-1]" and "outputs [0]" are equivalent (reversed) in this line of code, but the former (89%) works better than the latter (86%). Why?
LogCumsumExp
🚀 Feature
Add numerically stable cumulative logsumexp function. Also we have associated PR on cummax that is needed for numerically stable implementation (pytorch/pytorch#20240).
Motivation
This is useful when computing sum of probabilities and have different applications.
Pitch
Torch has cumsum and cumprod so I suggest logcumsumexp to be added.
Environment
- Tesseract Version: tesseract 4.1.0
- Commit Number: ---
- Platform: Darwin xxx.local 18.7.0 Darwin Kernel Version 18.7.0: Tue Aug 20 16:57:14 PDT 2019; root:xnu-4903.271.2~2/RELEASE_X86_64 x86_64
Current Behavior:
bouding box of letters are somehow mixed uptesseract picture.jpg output batch.nochop makebox
.
it's possible to cache "learn" anali
100 Days of ML Coding
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As reported on discourse, the REPL help doesn't show tab completion info for emoji even when it exists, unlike for other Unicode completions:
help?> α
"α" can be typed by \alpha<tab>
search:
Couldn't find α
Perhaps you meant !, %, &, *, +, -, /, :, <, >, \, ^, |, ~, 📚 A practical approach to machine learning to enable everyone to learn, explore and build.
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A complete daily plan for studying to become a machine learning engineer.
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This should really help to keep a track of papers read so far. I would love to fork the repo and keep on checking the boxes in my local fork.
For example: Have a look at this section. People fork this repo and check the boxes as they finish reading each section.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
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https://xgboost.readthedocs.io/en/latest/python/python_api.html#module-xgboost.sklearn
Doesn't specify if monotone constraints are usable (it seems like they are but i'm not entirely sure since it doesn't explicitly specify.
Thanks in advance
EDIT: neither does it appear here:
https://github.com/dmlc/xgboost/blob/master/doc/parameter.rst
Alexnet implementation in tensorflow has incomplete architecture where 2 convolution neural layers are missing. This issue is in reference to the python notebook mentioned below.
PyTorch tutorials
The fastai deep learning library, plus lessons and tutorials
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@microsoft AI Team - Fantastic Product! Thank You!
PLEASE: Better documentation on Source Code and Fields, Properties, Methods, and Constructors, just a detailed Summary, please in the C# projects.
When coding, the IntelliSense documentation is very handy! I would really appreciate more detailed documentation.
An example: PreviousMinibatchEvaluationAverage - I have no idea what its ac
I am having difficulty in running this package as a Webservice. Would appreciate if we could provide any kind of documentation on implementing an API to get the keypoints from an image. Our aim is to able to deploy this API as an Azure Function and also know if it is feasible.
I got a conllU file, from my university, where the head column is filled with .
Processing such file with the cli.convert method will result in a int cast error in
https://github.com/explosion/spaCy/blob/master/spacy/cli/converters/conllu2json.py line 73
in the read_conllx method (head = (int(head) - 1) if head != "0" else id).
In the format documentation on https://universaldependencie
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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100-Days-Of-ML-Code中文版
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Jan 9, 2020 - Jupyter Notebook
A curated list of awesome Deep Learning tutorials, projects and communities.
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Jan 9, 2020
Oxford Deep NLP 2017 course
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Jan 9, 2020
List of Computer Science courses with video lectures.
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Jan 9, 2020
README upgrade
I recently added "back to top" button to README. What other features would make it easier to browse? Please write your recommendation.
Thanks for maintaining this awesome list. I'd like to suggest to add a release when a change is made to the README file. With this, we can watch the project without getting lots of activity emails.


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