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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I could not find anything in the docs about how to handle different frequencies of time series. I have a Dataset A with monthly data that i want to use to predict the values from Dataset B that contains quarterly based data. So the target value e.g. quarter 1 is based on the values from month 1-3.
Dataset A (Features):
| Month | Value1 | Value2 | Value3 |
| ------------- | ------------- |
I think this example should use multimetric scoring:
https://scikit-learn.org/dev/auto_examples/model_selection/plot_grid_search_digits.html#sphx-glr-auto-examples-model-selection-plot-grid-search-digits-py
That would mean that we have to specify "refit" though, and we would refit only based on one of them. We could technically reuse the same grid-search results and refit another time as an al
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
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Oct 26, 2019 - 225 commits
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Context
We would like to add torch::nn::functional::normalize to the C++ API, so that C++ users can easily find the equivalent of Python API torch.nn.functional.normalize.
Steps
- Add
torch::nn::NormalizeOptionstotorch/csrc/api/include/torch/nn/options/normalization.h(add this file if it doesn’t exist), which should include the following parameters (based on https://pytorch.
Short description
I am trying to train Tesseract on Akkadian language. The language-specific.sh script was modified accordingly. When converting the training text to TIFF images, the text2image program crashes.
Environment
- Tesseract Version: 3.04.01
- Commit Number: the standard package in Ubuntu, package version 3.04.01-4, commit unknown
- Platform: Linux ubuntu
The world's simplest facial recognition api for Python and the command line
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Oct 26, 2019 - 172 commits
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2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
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100 Days of ML Coding
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Oct 26, 2019 - 107 commits
- Python
In https://github.com/JuliaLang/julia/blob/606420a308d951ab810a05f6f6c50a1b805f2b47/base/reshapedarray.jl#L173-L177 it should be checked whether the requested array has offset axes.
Otherwise we can get segfaults. See #33603
In the 1D->1D case (AbstractVector) there already is such a check:
https://github.com/JuliaLang/julia/blob/606420a308d951ab810a05f6f6c50a1b805f2b47/base/reshapedarray.
A complete daily plan for studying to become a machine learning engineer.
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📚 A practical approach to machine learning.
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The most cited deep learning papers
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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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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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Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
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The fastai deep learning library, plus lessons and tutorials
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Oct 26, 2019 - 5 commits
- Jupyter Notebook
I was going though the existing enhancement issues again and though it'd be nice to collect ideas for spaCy plugins and related projects. There are always people in the community who are looking for new things to build, so here's some inspiration
If you have questions about the projects I suggested,
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
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100-Days-Of-ML-Code中文版
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《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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Oxford Deep NLP 2017 course
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Oct 25, 2019 - 64 commits
A curated list of awesome Deep Learning tutorials, projects and communities.
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List of Computer Science courses with video lectures.
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Oct 25, 2019 - 203 commits
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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- Python
Papers with code. Sorted by stars. Updated weekly.
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Learn about machine-learning
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URL(s) with the issue:
In the 1.15 changelog:
https://github.com/tensorflow/tensorflow/releases/tag/v1.15.0
In the 1.15 docstring:
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/keras/Model#save