nicoladainese96

nicoladainese96

Geek Repo

Company:Aalto University

Location:Helsinki, FI

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nicoladainese96's repositories

SC2-RL

Reinforcement Learning for StarCraft II

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NeuralNetworks_DeepLearning

Repository that will contain my projects for the course of Neural Networks and Deep Learning attended in 2019 at University of Padua

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ConvLSTM_pytorch

Implementation of Convolutional LSTM in PyTorch.

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Earthquakes

University project aimed to study an earthquakes dataset. Collaborators: Stefano Mancone (mango915), Francesco Vidaich (francescovidaich964)

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haliteRL

University project to implement a Reinforcement Learning algorithm for tackle the halite3 challenge. Collaborators: Stefano Mancone (mango915), Francesco Vidaich (francescovidaich964)

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Policy-based-RL

Repo containing implementation of some policy-based RL agents, starting from scratch. All of them are tested on cartpole environment.

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dask-tutorial

Dask tutorial

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google-research

Google Research

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handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

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hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

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human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

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LifeDataEpidemiology

Project for the Life Data Epidemiology course attended at University of Padova from October 2019 to January 2020

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lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

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non-parametric-transformers

Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"

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PlotCollection

Stuff I always forget how to plot.

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RelationalModule

Repo for the python scripts used in RelationalDeepRL. Used as a submodule in that project since it's useful in colab workflow.

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RTFM

Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".

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slurm_tutorials

Teaching myself how to use slurm

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speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

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template_py_project

My personal template for new Python projects.

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TheAnnotatedDiffusionModel

Playing around with https://huggingface.co/blog/annotated-diffusion

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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