ferreirafabio Goto Github PK

autofolio

Automated Algorithm Selection with Hyperparameter Optimization

cram1

Computational Risk and Asset Management tutorial exercises

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deutschebankvoucher

Web app that mines a user's bank statement history to suggest vouchers and coupons

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

faiss

A library for efficient similarity search and clustering of dense vectors.

ferreirafabio

ferreirafabio.github.io

SinglePaged - Simple Jekyll template

fishervector

Improved Fisher Vector Implementation

flyingshapesdataset

A very simple toy dataset ideally for testing deep neural networks before deploying them on real-world data. It is comprised of 90 000 videos showing two objects of equal shape (rectangle, triangle and circle) and size in which one object approaches the other one.

genericlinkedlist

GenericLinkedList

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

graph_nets

Build Graph Nets in Tensorflow

ik_filter

intro_to_ml_dhbw

Machine Learning introductory course at the Baden-Württemberg Cooperative State University Karlsruhe

latextemplate

Latex Template for AutoML-Conf

learningdynamics

The code for the NeurIPS 2019 Graph Representation Learning workshop paper "Learning Visual Dynamics Models of Rigid Objects using Relational Inductive Biases" (Ferreira et al., 2019)

metassl-dino-rpn

region proposal network with dino

minimum-edit-distance-py

Python implementation of the standard Wagner-Fischer edit distance for two strings. It computes the string dissimilarity based on the number of operations required to transform one string into the other.

models

Models built with TensorFlow

moin2markdown

Migrate a MoinMoin wiki to Markdown

movement_primitives_via_optimization

Implementation of the paper "Movement Primitives via Optimization" (Dragan et al., 2016). It includes both the adaptation of trajectories with DMP and learning a better adaptation norm.

mppi_pendulum

The reimplementation of Model Predictive Path Integral (MPPI) from the paper "Information Theoretic MPC for Model-Based Reinforcement Learning" (Williams et al., 2017) for the pendulum OpenAI Gym environment

planarmanipulatordataset

A very simple toy dataset ideally for testing deep neural networks before deploying them on real-world data. It is comprised of 90 000 videos showing a planar robot manipulator executing articulated manipulation tasks by grasping a circular object and placing it on top of a square platform.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

researcher

A jekyll based resume template

reversepolishnotationcalculator

Calculates the result of a RPN/postfix notation using lambda expressions and the functional interface IntBinaryOperator for a easy-to-read implementation. This calculator does not test the postfix notation for correctness.

sampleproject

A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566