sequence-modeling
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Code Repository for Liquid Time-Constant Networks (LTCs)
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Jun 3, 2024 - Python
Liquid Structural State-Space Models
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Feb 1, 2024 - Python
Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018
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Jan 27, 2021 - Python
Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.
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Jun 28, 2024 - Python
🔥 A minimal training framework for scaling FLA models
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Sep 12, 2025 - Python
Implementation of GateLoop Transformer in Pytorch and Jax
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Jun 18, 2024 - Python
Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)
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Apr 26, 2024 - Python
Sequential model for polyphonic music
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Jul 24, 2021 - Python
Contains various architectures and novel paper implementations for Natural Language Processing tasks like Sequence Modelling and Neural Machine Translation.
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Apr 16, 2025 - Jupyter Notebook
The Reinforcement-Learning-Related Papers of ICLR 2019
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May 28, 2019
Repo to reproduce the First-Explore paper results
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Dec 25, 2024 - Python
Python package for Arabic natural language processing
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Jun 12, 2019 - Python
Source code for "A Lightweight Recurrent Network for Sequence Modeling"
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Dec 7, 2022 - Python
linax is a light weight collection of state space models implemented in JAX ⚡️
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Oct 28, 2025 - Python
Temporal Neural Networks
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Jul 28, 2025 - Python
A hands-on project for forecasting time-series with PyTorch LSTMs. It creates realistic daily data (trend, seasonality, events, noise), prepares it with sliding windows, and trains an LSTM to make multi-step predictions. The project tracks errors with RMSE, MAE, MAPE and shows clear plots of training progress and forecast results.
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Sep 11, 2025 - Python
An implmentation of the AWD-LSTM in PyTorch
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Feb 27, 2019 - Jupyter Notebook
Official Repository of JustDense: Just using Dense instead of Sequence Mixer for Time Series analysis
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Oct 15, 2025 - Python
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
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Aug 12, 2025 - Python
Minimal and efficient JAX implementation of the Mamba State Space Model in JAX/Flax. Inspired by 'Mamba: Linear-Time Sequence Modeling with Selective State Spaces,' this repo provides fast, scalable, and well-documented state-of-the-art sequence modeling tools.
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Dec 14, 2024 - Python
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