Analyze the active regulatory region of DNA using FFNN and CNN

A repository with Advanced Machine Learning Course Assignments (FFNN, AutoEncoders, CNN, TL, HPO)

A feed forward neural network (FFNN) is built to recognize the gray-scale images of hand-drawn digits from zero through nine using tensorflow.

Web UI for the data behind PicPic, an automatic image selection tool for news articles

Данные проекты были выполнены в ходе обучения в Яндекс.Практикуме по профессии "Специалист по Data Science"

Supa simple feed forward neural net with explanations to practice c++ :)

Consists of different types of machine learning models.

Revolutionize text summarization with this Transformer model, leveraging state-of-the-art techniques. Trained on news articles, it produces concise summaries effortlessly. Explore cutting-edge capabilities for your summarization needs.

Feed-Forward Neural Network-Based Face Classifier Model with Histogram of Oriented Gradients Feature Extraction

brainz

A Face Detection and Recognition system based on Eigenface method

Feed Forward Neural Network for Sentiment Classification and Language Modeling

Classification of acronyms and their long forms using an RNN (LSTM), CNN, and FFNN model. The experiments focused on the RNN and used different vectorisation methods and hyperparameters. Models were built with Keras and the notebook code runs on Google Colab.

Fully Connected Forward Feed Neural Network

Action recognition using LSTM

Deep Learning for file type Identification in Digital Forensics. We use the first, body, and last blocks of bytes on the disk to account for all possible scenarios and train the FFNN, CNN, GRU, and LSTM models. Afterward, we make predictions and evaluate the performance of each model.

Made from Scratch: Logistic regression, k-means clustering and FFNN Neural Network.

Face Recognition by Eigenface method with the trained Feed Forward Neural Network and other classifiers applied to biometric attendance system functional on static-images.

Basic neural network in Python.