andrecnf Goto Github PK

andrecnf.github.io

My personal site, based on the TeXt Jekyll theme by @kitian616

anthropic-tools

captum

Model interpretability and understanding for PyTorch

ccai-ss23-ai-monitoring-tutorial

Experiments for the Climate Change AI summer school 2023 tutorial on "AI for Monitoring, Reporting, and Verification"

data

PCD files for tutorials, examples, or PCL-related applications

data-utils

A set of generic, useful data science and machine learning methods.

deep_q_learning_flappy_compass

Deep Q-learning for playing flappy bird game

dji-takeoff-test

eicu-mortality-prediction

Mortality prediction through recurrent neural networks on the eICU dataset

fcul_als_disease_progression

Analysing disease progression with interpretable deep learning models, on a Portuguese ALS dataset.

florabert

Code necessary to reproduce experiments in "FloraBERT: cross-species transfer learning with attention-based neural networks for gene expression prediction"

fsdl_deforestation_detection

hai-dash

A dashboard that allows for the interpretation and analysis of recurrent neural networks applied to Electronic Health Records datasets.

hes

isd_project

labscee

laserblast

llama_index

LlamaIndex is a data framework for your LLM applications

model-interpreter

A package for intuitive interpretation of machine learning models, with an emphasis on multivariate time series an recurrent neural networks settings

notion-py

Unofficial Python API client for Notion.so

pds-lab-2

plotly-html

polids

Analysis of electoral manifestos and output of it through apps.

pygeoboundaries

Python client for geoboundaries API

pypsa-earth

PyPSA-Earth: A flexible Python-based open optimisation model to study energy system futures around the world.

qt-calculator

A small project for HackerSchool's Python workshop

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

remotesensingco2estimation

Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Workshop on "Tackling Climate Change with Machine Learning"

rutas-inteligentes-en-la-ciudad-de-bogota-utilizando-el-concepto-de-complex-networks

schoolscheduler.ai

A program that computes valid schedules given a list of classes by defining it as a Contraint Solving Problem (CSP).