Pras Kiven's starred repositories

Time-Series-Hybrid-Autoencoder

Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.

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time-series-forecasting-pytorch

Acquiring data from Alpha Vantage and predicting stock prices with PyTorch's LSTM

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Time-Series-Forecasting-and-Deep-Learning

Resources about time series forecasting and deep learning.

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dreamerv3

Mastering Diverse Domains through World Models

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GANs-and-Variational-Autoencoders

GANs-and-Variational-Autoencoders from Udemy Lecture

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Graph-WaveNet

graph wavenet

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timeseries-clustering-vae

Variational Recurrent Autoencoder for timeseries clustering in pytorch

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Awesome-GNN4TS

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

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GDN

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

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transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

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amazon-sagemaker-ground-truth-task-uis

Example task UIs for Amazon SageMaker Ground Truth

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time-series-forecasting-with-python

A use-case focused tutorial for time series forecasting with python

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Time-Series-Analysis-and-Forecasting-with-Python

Time Series Analysis and Forecasting in Python

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vits2_pytorch

unofficial vits2-TTS implementation in pytorch

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so-vits-svc-fork

so-vits-svc fork with realtime support, improved interface and more features.

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crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

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emotiontts_open_db

로봇의 감정 및 개성을 표현할 수 있는 대화형 음성합성 오픈소스 플랫폼

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Dlib_Windows_Python3.x

Dlib compiled binary (.whl) for Python 3.7-3.12 and Windows x64

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GA-PID

MATLAB code for tuning a PID controller using Genetic Algorithm (GA)

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PortScheduling

Optimize cargo reclaimer activity at a seaport

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FG-transformer-TTS

Official implementation for the paper Fine-grained style control in transformer-based text-to-speech synthesis.

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EmotionRecognition_2Dcnn-lstm

The code ruproduced the emotion recognition model, 2D CNN LSTM networks, which based on <Speechemotionrecognitionusingdeep1D&2DCNNLSTMnetworks>, Jianfeng Zhao et.

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FastPitchFormant

PyTorch Implementation of NCSOFT's FastPitchFormant: Source-filter based Decomposed Modeling for Speech Synthesis

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fastpitch

NVIDIA's FastPitch, extracted from the DeepLearningExamples repository

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Unity-FlightPhysics

Using real-world physics in a low-altitude aircraft.

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chromium-unity-server

Embedded web browser for Unity games, based on Chromium Embedded Framework (CEF)

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Star-Travel

This is an open world survival game.

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