mlpack v3.0.1 Release Notes
Release Date: 2018-05-11 // almost 6 years ago-
🚀 Released May 10th, 2018.
- 🛠 Fix intermittently failing tests (#1387).
- ➕ Add Big-Batch SGD (BBSGD) optimizer in src/mlpack/core/optimizers/bigbatch_sgd (#1131).
- 🛠 Fix simple compiler warnings (#1380, #1373).
- Simplify NeighborSearch constructor and Train() overloads (#1378).
- ➕ Add warning for OpenMP setting differences (#1358/#1382). When mlpack is compiled with OpenMP but another application linking against mlpack is not (or vice versa), a compilation warning will now be issued.
- Restructured loss functions in src/mlpack/methods/ann/ (#1365).
- ➕ Add environments for reinforcement learning tests (#1368, #1370, #1329).
- 👍 Allow single outputs for multiple timestep inputs for recurrent neural networks (#1348).
- Neural networks: add He and LeCun normal initializations (#1342), add FReLU and SELU activation functions (#1346, #1341), add alpha-dropout (#1349).