Mamba SSM architecture

Scalable and user friendly neural 🧠 forecasting algorithms.

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

[NeurIPS DBT 2021] HPO-B

Generalized and Efficient Blackbox Optimization System.

PECOS - Prediction for Enormous and Correlated Spaces

A code-completion engine for Vim

🎓 Path to a free self-taught education in Computer Science!

Unsupervised text tokenizer focused on computational efficiency

NumPy & SciPy for GPU

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

The uncompromising Python code formatter

Experimental Codes for Temporal Regularized Matrix Factoriztion for High-dimensional Time Series Prediction.

Multi-fidelity Gaussian Process Bandit Optimisation

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

A pytorch regressor that mimics the scikit-learn objects

RoBO: a Robust Bayesian Optimization framework