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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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gabrieldemarmiesse
commented
Feb 6, 2019
rjkilpatrick
commented
Oct 28, 2020
🐛 Bug
Tensor averaging not implemented for complex types
To Reproduce
>>> import torch
>>> x = torch.ones(4, dtype=torch.complex128).cuda()
>>> torch.mean(x)
---------------------------------------------------------------------------
RuntimeError Traceback (most recent call last)
<ipython-input-108-34af2dc3edea> in <module>
1 impo
rachittoshniwal
commented
Sep 30, 2020
Describe the workflow you want to enable
A parameter accepting custom bin edges as an array.
Describe your proposed solution
Use pd.cut() under the hood or any other computa
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 30, 2020 - C++
The world's simplest facial recognition api for Python and the command line
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Oct 27, 2020 - Python
Deepfakes Software For All
machine-learning
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faceswap
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deeplearning
neural-nets
deepface
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fakeapp
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openfaceswap
myfakeapp
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Nov 1, 2020 - Python
Caffe: a fast open framework for deep learning.
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Oct 28, 2020 - C++
100 Days of ML Coding
python
machine-learning
tutorial
deep-learning
svm
linear-regression
scikit-learn
linear-algebra
machine-learning-algorithms
naive-bayes-classifier
logistic-regression
implementation
support-vector-machines
100-days-of-code-log
100daysofcode
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siraj-raval
siraj-raval-challenge
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Sep 30, 2020
tpapp
commented
Sep 11, 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
computer-science
lists
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Sep 30, 2020 - Jupyter Notebook
A complete daily plan for studying to become a machine learning engineer.
machine-learning
deep-learning
machine-learning-algorithms
artificial-intelligence
software-engineer
inky-machine-learning
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Oct 20, 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.
python
machine-learning
deep-learning
neural-network
tensorflow
scikit-learn
jupyter-notebook
ml
distributed
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Oct 18, 2020 - Jupyter Notebook
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hcho3
commented
Sep 30, 2020
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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Nov 4, 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。中英文版被全球140所大学采用教学。
python
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computer-vision
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Nov 3, 2020 - Python
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
opencv
machine-learning
multi-threading
real-time
caffe
computer-vision
deep-learning
cpp
cpp11
human-pose-estimation
human-behavior-understanding
cvpr-2017
openpose
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Oct 31, 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.
data-science
machine-learning
data-mining
deep-learning
genetic-algorithm
deep-reinforcement-learning
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Oct 8, 2020 - Python
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Nov 4, 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.
machine-learning
natural-language-processing
machine-translation
dialogue
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nlp-tasks
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Oct 27, 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 29, 2020
100-Days-Of-ML-Code中文版
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Feb 18, 2020 - 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.
machine-learning
embedded
deep-learning
offline
tensorflow
speech-recognition
neural-networks
speech-to-text
deepspeech
on-device
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Nov 4, 2020 - 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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Oct 27, 2020
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