Pinned Repositories
AdaCat
AdaCat
Adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
AdaptiveConformalPredictionsTimeSeries
aero
Audio Super Resolution in the Spectral Domain
aiSFX
Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022): Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.
analytic_wavelet
A translation of J.M. Lilly's code for ridge and element analysis using generalized Morse wavelets into python
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
ARWaveletCNN
Adversarialy Robust WaveletCNN Code
asteroid
The PyTorch-based audio source separation toolkit for researchers
audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
dhockaday's Repositories
dhockaday/darts
A python library for easy manipulation and forecasting of time series.
dhockaday/deeptime-1
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
dhockaday/pytorch-forecasting
Time series forecasting with PyTorch
dhockaday/Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
dhockaday/HyDe
dhockaday/transdim
Machine learning for transportation data imputation and prediction.
dhockaday/pyvista
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
dhockaday/hvplot
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews
dhockaday/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dhockaday/sparse_continuous_distributions
This repository provides open-source code for sparse continuous distributions and corresponding Fenchel-Young losses.
dhockaday/spacy-transformers
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
dhockaday/diffstm
dhockaday/clearml
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
dhockaday/CfC
Closed-form Continuous-time Neural Networks
dhockaday/plotly-resampler
Visualize large time series data with plotly.py
dhockaday/elegy
A High Level API for Deep Learning in JAX
dhockaday/time-series-temporal-saliency-patterns
The implementation of the paper: Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series
dhockaday/datatable
A Python package for manipulating 2-dimensional tabular data structures
dhockaday/sktime
A unified framework for machine learning with time series
dhockaday/skorch
A scikit-learn compatible neural network library that wraps PyTorch
dhockaday/emcee
The Python ensemble sampling toolkit for affine-invariant MCMC
dhockaday/CF-4-TSC
Custom convolutional filters for time series data.
dhockaday/paradime
A framework for parametric dimensionality reduction
dhockaday/DVGCRN
Repository for ICML2022
dhockaday/score-wasserstein
Code for "Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance", NeurIPS 2022.
dhockaday/sheetsage
Transcribe music into lead sheets!
dhockaday/website
dhockaday/umap
Uniform Manifold Approximation and Projection
dhockaday/rieoptax
Riemannian Optimization Using JAX
dhockaday/AugmentedNet
A Roman Numeral Analysis Network with Synthetic Training Examples and Additional Tonal Tasks