Rene Martinez's starred repositories
tpch-pgsql
Implements the [TPCH benchmark](http://www.tpc.org/tpch/) for Postgres
MongoDB-TPC-H-Translation
Python script for MongoDB TPC-H translation.
elektronn3
A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
ML-DL-scripts
The repository provides usefull python scripts for ML and data analysis
aima-exercises
Exercises for the book Artificial Intelligence: A Modern Approach
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
NES-Punchout-AI
LSTM Network trained to play Punchout, a game released for the NES. This bot uses pykitml ML library.
Windows-classic-samples
This repo contains samples that demonstrate the API used in Windows classic desktop applications.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
CNN-Inference-Didactic
A readable CNN Inference implementation in C for anyone who wants to learn what exactly is going on behind the scenes
Cocktail-Party-Problem
Solving the Cocktail Party Problem using ICA
awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
hands-on-nltk-tutorial
The hands-on NLTK tutorial for NLP in Python
nlp-library
curated collection of papers for the nlp practitioner 📖👩🔬
free-programming-books
:books: Freely available programming books