Deepseek R1 zero tiny version own reproduce on two A100s.

An Open Source text-to-speech system built by inverting Whisper.

An open source implementation of the paper: "AN EVOLVED UNIVERSAL TRANSFORMER MEMORY"

[EMNLP 2024] ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models.

[official] PyTorch implementation of TimeVQVAE-AD, a time series anomaly detection model.

Models and code for RepCodec: A Speech Representation Codec for Speech Tokenization

Codebase for the paper 'EncodecMAE: Leveraging neural codecs for universal audio representation learning'

Foundational model for human-like, expressive TTS

End-to-End Speech Processing Toolkit

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

[ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". This work is developed by the Lab of Professor Weiwei Lin (l…

MLX: An array framework for Apple silicon

HumanML3D: A large and diverse 3d human motion-language dataset.

Official implementation of "MoMask: Generative Masked Modeling of 3D Human Motions (CVPR2024)"

Single Motion Diffusion Model

The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"

Repository for training models for music source separation.

This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotlight), https://openreview.net/forum?id=vpJMJerXHU

The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305.18803

Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…