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Luca Celotti's Projects

catalyst icon catalyst

An Algorithmic Trading Library for Crypto-Assets in Python

codes4blog icon codes4blog

I leave here the functional codes that I write for the blog

conv-tasnet icon conv-tasnet

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

creative-agent icon creative-agent

I reproduce the codes in the paper "2003 Schmidhuber - Exploring the Predictable" and in "1995 Schmidhuber - RDIA"

datasets icon datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

home-platform icon home-platform

HoME: a Household Multimodal Environment is a platform for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all within a realistic context.

ktrain icon ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

lean icon lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)

lru_unofficial icon lru_unofficial

LRU belongs to the state-space models family, and are able to handle extremely long sequences.

one-hundred-layers-tiramisu icon one-hundred-layers-tiramisu

Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)

performer icon performer

Tensorflow implementation of a linear attention architecture

py-aromatics icon py-aromatics

I put here tools that I use in different projects all the time, so I have them all centralized

pyspike icon pyspike

Python implementation of spike distance metrics

relax icon relax

Optimizing control variates for black-box gradient estimation

seam icon seam

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

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