Petras Petroskevicius's Projects
Hopfield network implemented with Python
image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)
A Library for Field-aware Factorization Machines
:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others
Guide to securing and improving privacy on macOS
Mastering Reinforcement Learning with Python, published by Packt
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
mlpack: a fast, header-only C++ machine learning library
Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"
Code samples for my book "Neural Networks and Deep Learning"
Code for NN blog article
Notebooks on Mangaki
openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for 250+ supported car makes and models.
Our insights of Openpilot, a deepdive project on it
OsmAnd
Custom defined resources of OsmAnd project
Differentiable programming for Software 2.0
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
Tensors and Dynamic neural networks in Python with strong GPU acceleration
A lightweight and flexible framework for Hebbian learning in PyTorch.
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
A small package to create visualizations of PyTorch execution graphs
A Quick Thought implemented by pytorch.
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
Recommendation System python ML, using surpriseLib
An introduction to recommendation systems in Python