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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Deep Learning for humans
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Dec 31, 2021 - Python
[PYTORCH]: log error
there may be a log error in pytorch/aten/src/THC/THCGenerateByteTypes.h, in line2, #error "You must define THC_GENERIC_FILE before including THGenerateByteTypes.h", the "THGenerateByteTypes.h" should be "THCGenerateByteTypes.h".
bty, this file is a general file to generate files of different scalar_t, so i think, the name is better to be THGenerateTypes.h.
These examples take quite a long time to run, and they make our documentation CI fail quite frequently due to timeout. It'd be nice to speed the up a little bit.
To contributors: if you want to work on an example, first have a look at the example, and if you think you're comfortable working on it and have found a potential way to speed-up execution time while preserving the educational message
Tesseract Open Source OCR Engine (main repository)
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Jan 2, 2022 - C++
The world's simplest facial recognition api for Python and the command line
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Dec 4, 2021 - Python
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
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Oct 23, 2021 - Jupyter Notebook
Deepfakes Software For All
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Dec 5, 2021 - Python
Left division using \ has a nice docstring in LinearAlgebra describing what it does for different linear systems. It would be nice to add a similar explanation for /, since the current docstring only describes its behavior for scalar arguments.
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
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Dec 22, 2021
100 Days of ML Coding
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Dec 21, 2021
Caffe: a fast open framework for deep learning.
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Nov 29, 2021 - C++
DeepFaceLab is the leading software for creating deepfakes.
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Dec 9, 2021 - Python
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
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Jan 1, 2022 - Python
Learn how to responsibly deliver value with ML.
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Dec 3, 2021 - Jupyter Notebook
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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Jan 1, 2022 - Jupyter Notebook
A complete daily plan for studying to become a machine learning engineer.
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Aug 20, 2021
List of Computer Science courses with video lectures.
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Dec 23, 2021
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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Nov 8, 2021 - Jupyter Notebook
The most cited deep learning papers
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Aug 27, 2020 - TeX
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
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Dec 14, 2021 - C++
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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Nov 4, 2021 - Python
Currently many more Python projects like dask and optuna are using Python type hints. With the Python package of xgboost gaining more and more features, we should also adopt mypy as a safe guard against some type errors and for better code documentation.
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Dec 31, 2021 - Python
The fastai deep learning library
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Dec 31, 2021 - Jupyter Notebook
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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Jun 28, 2021 - Python
YOLOv5
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Jan 2, 2022 - 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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Dec 7, 2021 - Python
- Wikipedia
- Wikipedia
Current implementation of Go binding can not specify options.
GPUOptions struct is in internal package. And
go generatedoesn't work for protobuf directory. So we can't specify GPUOptions forNewSession.