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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Jul 31, 2021 - Python
🚀 Feature
Support to pickle a jitted function (or at least throw a TypeError when using protocol 0 and 1).
Motivation
Trying to pickle a jitted function either raises TypeError: cannot pickle 'torch._C.ScriptFunction' object when protocol>1 or far worse when using protocol=0 or protocol=1 python 3.9.5 dies with:
terminate called after throwing an instance of 'std::runt
Describe the bug
The binary classifier error message in _get_response:
classification_error = "{} should be a binTesseract Open Source OCR Engine (main repository)
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Jul 29, 2021 - C++
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
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Mar 8, 2021 - Jupyter Notebook
The world's simplest facial recognition api for Python and the command line
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Jul 15, 2021 - Python
Deepfakes Software For All
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Jul 27, 2021 - Python
Defining propertynames for non-struct types is not enough to enable tab completion in the REPL, as is being done with Cptr (analytech-solutions/CBinding.jl#77) and eventually with Ptr (JuliaInterop/Clang.jl#316). It appears to be prevented because of the following isstructtype check: https://github.com/JuliaLang/julia/blob/c95448fb988441
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
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Jul 31, 2021
100 Days of ML Coding
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May 23, 2021
Caffe: a fast open framework for deep learning.
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Jul 12, 2021 - C++
Learn how to responsibly deliver value with ML.
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Jul 23, 2021 - Jupyter Notebook
A complete daily plan for studying to become a machine learning engineer.
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Apr 5, 2021
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。
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Jul 30, 2021 - Python
List of Computer Science courses with video lectures.
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Jul 26, 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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Jun 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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Jul 29, 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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May 13, 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.
The fastai deep learning library
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Jul 30, 2021 - Jupyter Notebook
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Jul 31, 2021 - Python
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
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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Jul 7, 2021 - Python
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Jun 18, 2021 - Jupyter Notebook
DeepSpeech is an open source embedded (offline, on-device) 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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Jul 30, 2021 - C++
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
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Jul 28, 2021
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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.