v1.0.0

Full release Pytorch PCA v1.0

Interesting features:

• ✨ Same API and features as sklearn (.fit, .transform, .components_, ...)
• ✨ Supported solver method: Full SVD, SVD by covariance matrix, Randomized SVD ( all from sklearn but LAPACK and sparse tensors)
• ✨ Differentiable fitting and transform (using Pytorch's autodiff)
• 🚀 Faster than sklearn due to GPU parallelization in most cases