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ai-junier

ai-tutorial-multilayer-perceptron

This is a hard coding version of Sigmoid Multilayer Perceptron with 2 input *2 hideen *1 output that can slove XOR problem. It is just for "Hello World" for the A.I beginners.

ai-tutorial-multilayer-perceptron-numpy-version-

This is a 3 layer MLP Neural Network using only Numpy that can help us understand the principle of the neural network.

ai-tutorial-perceptron

This is a hard coding version of Sigmoid Perceptron. It is just for "Hello World" for the A.I beginners.

ai-tutorial-perceptrongui

This is a Perceptron with JavaFX GUI and error chart to observe the SGD training.

ai-tutorial-python-data-science-basic

This is a series of Python tutorial for basic data science.

ai-tutorial-tess4j-example

A Hello World of Tess4j Example

ai_and_security

captcha-dataset

Captcha-dataset: one captcha dataset for tensorflow/torch7/keras/caffe2 一个验证码的数据集

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

chi_text

d2l-zh

《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。

deep-learning-ocean

:satellite: All You Need to Know About Deep Learning - A kick-starter

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearningbook-chinese

Deep Learning Book Chinese Translation

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

explained-visually

fake-profile-detection-using-ml

Detect fake profiles in online social networks using Support Vector Machine, Neural Network and Random Forest

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

iot-devcloud

keras_cnn

This is a project about digital picture classification. (used Keras and TensorFlow)

learn-teach

;earning

liteapi

A lite token based API server lib.

litematrix

A pure java object-oriented matrix computing and numerical analysis lib.

litenn

A Lite ,easy for learning neural networks Implementation project.

meta-iot-cloud

OpenEmbedded layer to add support for multiple cloud service provider solutions including IBM Cloud, Microsoft Azure, Amazon Web Services (AWS) & Google Cloud Platform.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

myml

My Machine Learning

nlp_competition