Code Repository for Liquid Time-Constant Networks (LTCs)
deep-learning time-series recurrent-neural-networks state-space-models sequence-modeling liquid-neural-networks
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Jun 3, 2024 - Python
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sequence-modeling
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Liquid Structural State-Space Models
deep-learning time-series recurrent-neural-networks neural-networks state-space-models sequence-modeling liquid-neural-networks
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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
machine-learning tutorial jupyter-notebook recommender rnn sequence recommender-systems sequence-modeling
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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
music deep-learning music-composition recurrent-neural-networks artificial-intelligence generative-model polyphony sequence-modeling
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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.
natural-language-processing machine-translation sequence-to-sequence nlp-machine-learning character-level-rnn sequence-modeling
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Apr 16, 2025 - Jupyter Notebook
The Reinforcement-Learning-Related Papers of ICLR 2019
reinforcement-learning transfer-learning imitation-learning online-learning hierarchical-reinforcement-learning inverse-reinforcement-learning multiagent-reinforcement-learning meta-learning model-based-rl model-free iclr2019 intrinsic-reward robust-reinforcement-learning sequence-modeling
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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
Temporal Neural Networks
recurrent-neural-networks transformer convolutional-neural-networks state-space-models sequence-modeling neuroscience-inspired-ai
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Jul 28, 2025 - Python
An implmentation of the AWD-LSTM in PyTorch
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Feb 27, 2019 - Jupyter Notebook
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.
python data-science machine-learning deep-learning time-series pytorch lstm forecasting rmse mae portfolio-project time-series-forecasting sequence-modeling mape multistep-forecasting
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Sep 11, 2025 - Python
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
dynamical-systems optimal-transport probabilistic-forecasting pdes sequence-modeling scientific-ml generative-modeling flow-matching
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Aug 12, 2025 - Python
Implementation of Echo State Networks (ESN) with experiments on MNIST and ECG5000. Includes comparison with Linear Regression and analysis of weight initialization methods for time-series and classification tasks.
machine-learning time-series pytorch recurrent-neural-networks artificial-intelligence mnist neural-networks classification reservoir-computing sequence-modeling echo-state-network ecg5000
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Sep 14, 2025 - Jupyter Notebook
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.
nlp machine-learning deep-learning text-generation flax ssm mamba state-space-model jax sequence-modeling huggingface linear-time llm
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Dec 14, 2024 - Python
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