sigmoid

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

CIFAR 10 image dataset

Covid-19 detection in chest x-ray images using Convolution Neural Network.

Deep Learning

(Sarthak Tayal, Annette Dao, Nora Michniewicz, Breanna Carez) Seizure Seeker is a browser-based tool that has trained data from EEG datasets to process EEG recordings to identify areas of seizure events/elevated neural activity. With one-second windows, it establishes a quiet baseline to detect seizure events above YOUR/an auto chosen threshold.

Fortran backward (reverse) mode automatic differentiation.

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.

Compare vanishing gradient problem case by case.

This project performs sentiment analysis on IMDB movie reviews using a Recurrent Neural Network (RNN) to classify text as positive or negative. It uses word embeddings and sequence modeling.

Simple multi layer perceptron application using feed forward back propagation algorithm

Test project for neural networks - Handwritten digit recognition on MNIST dataset

A classical XOR neural network using pytorch

"The 'Activation Functions' project repository contains implementations of various activation functions commonly used in neural networks. "

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.🐧

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.

Neural Network from scratch without any machine learning libraries

Standard logistic function.

Create an iterator which evaluates the logit function for each iterated value.

Logit function.