Andrei-Cristian Rad's Projects
A PyTorch implementation of the Attention Diffusion Network from "Structured Time Series Prediction without Structural Prior"
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Model selection and deployment for predicting customers' acceptance rate for opening a bank deposit. Solved using Azure ML.
Minimalist ML framework for Rust
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
IR-based Q&A
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
End-to-end text classification in Rust w/ Polars, Candle and Warp
Remove noise from your LinkedIn feed
Solving various distributed problems using Python and MapReduce.
Machine learning metrics for distributed, scalable PyTorch applications.
I hate myself enough to dwell into keyboard firmare (2).
A roadmap for modern ML engineering
Debiasing Multi-Langauge Large Vision-Language Models
Measuring Outputs for Negative STERreotypeS in Text-to-Image Models
An API for predicting the genre of movies based on synopses. Built using PyTorchLightning, Transformers and FastAPI.
β¨Fast Coreference Resolution in spaCy with Neural Networks
A Spacy3 plugin for fast coreference resolution with rules and shallow neural networks
Code repository related to various research and development experiments for the NLU component of a Romanian home assistant. Fork from the research group's repo.
The official Python library for the OpenAI API
Graph Neural Network Library for PyTorch
Config files for my GitHub profile.
Retrieval Augmented Generation with Entailment for Knowledge Bases with Obsolete Documents
π¬ Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants