校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
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Updated
Oct 26, 2024 - C++
校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
Covid-19 detection in chest x-ray images using Convolution Neural Network.
CIFAR 10 image dataset
Fortran backward (reverse) mode automatic differentiation.
Deep Learning
Compare vanishing gradient problem case by case.
Simple multi layer perceptron application using feed forward back propagation algorithm
This program implements logistic regression from scratch using the gradient descent algorithm in Python to predict whether customers will purchase a new car based on their age and salary.
Test project for neural networks - Handwritten digit recognition on MNIST dataset
A classical XOR neural network using pytorch
A repository with Twitter data and tweet classifiers using several machine learning approaches to measure the accuracy and performance of the approaches on classifying tweets.🐧
Neural Network from scratch without any machine learning libraries
This is an ongoing project intended to make it easier to use neural network creation, genetic algorithms, and other data science and machine learning skills.
Standard logistic function.
Logit function.
ml5 (friendly machine learning for the web) SharePoint Framework (SPFx) extension
A neural network (NN) having two hidden layers is implemented, besides the input and output layers. The code gives choise to the user to use sigmoid, tanh orrelu as the activation function. Prediction accuracy is computed at the end.
Implementation of an ANN for recognisement of the Iris plant-family
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