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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🐛 Bug
Compiling against the C++ API on macOS using GCC-9.3, and cmake seems to use a bad flag:
... -fopenmp -D_GLIBCXX_USE_CXX11_ABI= -std=c++14 ... -- note how it "blanks out" the _GLIBCXX_USE_CXX11_ABI variable. This causes the compiler to fail in the stdlib:
/usr/local/Cellar/gcc@9/9.3.0/include/c++/9.3.0/x86_64-apple-darwin18/bits/c++config.h:273:27: error: #if with no exprDescribe the issue linked to the documentation
Follows from #17387
Suggest a potential alternative/fix
Stop referencing preprocessing functions e.g. :
maxabs_scale
minmax_scale
normalize
quantile_transform
robust_scale
scale
power_transform
in the UG, and only add them e.g. in the "See Also" sections, or even just in the API ref.
In particular right now the first entr
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
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Sep 19, 2020 - Jupyter Notebook
Tesseract Open Source OCR Engine (main repository)
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Oct 12, 2020 - C++
The world's simplest facial recognition api for Python and the command line
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Oct 4, 2020 - Python
Deepfakes Software For All
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Oct 10, 2020 - Python
Caffe: a fast open framework for deep learning.
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Sep 25, 2020 - C++
100 Days of ML Coding
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Sep 30, 2020
Recent discussions on Discourse suggest that not all users know about apropos (or equivalently, using ?"..." for text search). The startup message currently mentions
Type "?" for help, "]?" for Pkg help.
I suggest that text search is added to this, but I am still looking for a compact way of phrasing it.
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
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Oct 5, 2020
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Sep 30, 2020 - Jupyter Notebook
A complete daily plan for studying to become a machine learning engineer.
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Oct 8, 2020
The most cited deep learning papers
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Aug 27, 2020 - TeX
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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Oct 5, 2020 - Jupyter Notebook
Currently, the C++ compiler generates lots of warnings: https://xgboost-ci.net/blue/organizations/jenkins/xgboost/detail/master/516/pipeline/61. It would be great to reduce the number of warnings.
Note to new contributors: Post a comment here if you'd like to work on this issue. Feel free to ping me for help.
The fastai deep learning library, plus lessons and tutorials
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Oct 9, 2020 - Jupyter Notebook
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.
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Oct 1, 2020 - Python
《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
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Oct 7, 2020 - Python
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
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Oct 2, 2020 - C++
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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Oct 8, 2020 - Python
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Oct 12, 2020 - Python
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.
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Oct 12, 2020 - Python
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
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Sep 8, 2020 - C++
A curated list of awesome Deep Learning tutorials, projects and communities.
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Oct 10, 2020
100-Days-Of-ML-Code中文版
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Feb 18, 2020 - Jupyter Notebook
DeepSpeech is an open source embedded speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
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Oct 12, 2020 - C++
List of Computer Science courses with video lectures.
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Oct 8, 2020
- Wikipedia
- Wikipedia


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