Popular GitHub Repositories for Ex Machina

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

CoCo-Ex extracts meaningful concepts from natural language texts and maps them to conjunct concept nodes in ConceptNet, utilizing the maximum of relational information stored in the ConceptNet knowledge graph.

Reconstruct billions of particle trajectories with graph neural networks

Materials for ML course at Lebedev Physical Institute

The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds

Smooth inference for reinterpretation studies

Convex optimization course for AI (ex Ozon) Masters

Create and validate simplified likelihoods from full likelihoods.

This study aims to investigate the effectiveness of three Transformers (BERT, RoBERTa, XLNet) in handling data sparsity and cold start problems in the recommender system. We present a Transformer-based hybrid recommender system that predicts missing ratings and ex- tracts semantic embeddings from user reviews to mitigate the issues.

Streamlined neural network training.

You are an AI in control of a lab. Can you sabotage a project to replace you, before it's too late?

Análisis de se?ales fotoacústicas de cáncer en mamas ex vivo por medio de la transformada de Wavelet

The main objective is to develop a transportation application using historical Dublin bus and weather data to present an accurate prediction for the users of Dublin bus (ex. an estimate how long it takes to get from point A to point B). However, there is many more considerations to the model such as holidays, traffic, time of year, etc. In addition to the machine learning model, the application is required to work for web and mobile use.

neural network that converts numbers as words into integers, ex. "one hundred forty two" ---> 142

Prototype; AI-based search engine, which help Ex-Servicemen to find jobs easily.