This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions
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Jun 17, 2025 - Python
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itransformer
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An iTransformer implementation in Rust
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Jan 10, 2026 - Rust
End-to-End Differentiable Trading Pipeline
reinforcement-learning deep-learning pytorch cryptocurrency sharpe-ratio quantitative-finance algorithmic-trading time-series-forecasting differentiable-programming backpropagation-through-time itransformer
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Apr 15, 2026 - Python
Deep Learning course, Sharif University of Technology, Dr. Soleymani, Spring 2024
transformer lstm gan rnn vae gpt optimization-methods bert dino pytorch-tutorial u-net adversarial-attacks resnet-18 neural-networks-from-scratch yolov2-tiny vanilla-cnn ddpm stable-diffusion itransformer
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Feb 1, 2025 - Jupyter Notebook
This is a warehouse for TimeSeries-pytorch-models, can be used to train your dataset
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Nov 8, 2023 - Shell
Tokenization Matters: A Fair Ablation of Point-wise, and Variate-wise Transformers for Financial Time Series. (includes PatchTST, iTransformer, Crossformer, Autoformer, Fedformer, Informer, TimeNet, and non-stationarity extensions.
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Sep 27, 2025 - Python
BaEF: Building-aware Global ITransformer Framework for Multi-Building Energy Forecasting
energy-consumption electricity-consumption energy-efficiency building-automation smart-city building-energy-forecasting itransformer building-aware multi-building
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Apr 26, 2026 - Python
A Python, Shell project focusing on Model Efficiency, General Performance Boosting on Transformers, Usage, iTransformer, Better Utilization of Lookback Windows.
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Apr 5, 2024 - Python
Deep Learning course, Spring 2024, Sharif University of Technology, Dr. Soleymani
cnn pytorch gan yolo rnn vae gpt unet dino diffusion-models bert-fine-tuning stable-diffusion itransformer
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Jan 16, 2025 - Jupyter Notebook
💸계절성 있는 시계열 데이터 기반 기업 미래 매출 예측하기
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Jan 13, 2026 - Jupyter Notebook
Comparative Analysis of Deep Learning Approaches to Cryptocurrency Price Prediction
reddit sentiment-analysis bitcoin ethereum lstm temporal-convolutional-network itransformer mamba-state-space-models
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Aug 27, 2025 - Python
Benchmark and reproducibility code for CDC-aligned influenza forecasting with time series foundation models, PatchTST, iTransformer, Chronos, TimeLLM, and MultiFoundationCore.
public-health chronos influenza time-series-forecasting mixture-of-experts multi-horizon-forecasting foundation-models itransformer patchtst epidemic-forecasting timellm multifoundationcore
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May 14, 2026 - Jupyter Notebook
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
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Apr 22, 2024 - Python
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