v0.8.1

New Features

Compatibility with NIR

• add Synaptic support for CubaLIF, update tau/r for Leaky by @pengzhouzp in #227
• Update NIR <> snnTorch by @stevenabreu7 in #246

Compatibility with torch.compile()

• Add support for torch.compile(fullgraph=True) WIP by @gekkom in #271
• Add torch.compile(fullgraph=True) support for more neuron models by @gekkom in #292
• Remove default values in autograd functions that break torch.compile by @gekkom in #291

Leaky Parallel Neurons

• LeakyParallel Neuron Implementation by @jeshraghian in #266
• Parallel by @jeshraghian in #288

Custom Surrogate Gradients

• Custom Surrogate Gradient Function by @mehranfaraji in #237
• remove duplicated arctangent formula by @abrasumente233 in #238
• Update snntorch.surrogate.rst by @ahenkes1 in #239

State Quantization

• State Quantization more robust for 2-bits by @SreyesVenkatesh in #231

Other Additions

• Btnn tests by @saiftyfirst in #243
• Add MPS as a possible computing backend by @laurentperrinet in #247
• Saiftyfirst/imbalanced class weighting by @saiftyfirst in #255

Bug Fixes

• Update build.yml by @jeshraghian in #233
• modify on synaptic neuron by @be-Berserker in #235

Docs + Tutorials

• Update README.rst by @jeshraghian in #241
• zh-cn Tutorial_1 Merge Request by @ruhai-lin in #245
• citation update by @jeshraghian in #249
• Update tutorial_5_FCN.ipynb by @jeshraghian in #251
• Update README.rst by @jeshraghian in #259
• Add DVS Gesture Tutorial by @DerrickL25 in #264
• Update tutorial_regression_1.rst by @seanvenadas in #268
• Update tutorial_regression_1.rst by @seanvenadas in #269
• BSNN tutorial by @mercadoerik1031 in #272
• Exoplanet Hunter & zh-cn tutorials Uploaded by @ruhai-lin in #281
• using tonic in place of spikedata by @laurentperrinet in #267
• adding George's POKERDVS Tutorial by @george203 in #295
• STMNIST addition to snntorch by @shatoparbabanerjee in #273
• Optimized and meticulously refined tutorial materials, meticulously crafted for comprehension and effectiveness. by @djlouie in #297

New Contributors

• @be-Berserker made their first contribution in #235
• @mehranfaraji made their first contribution in #237
• @abrasumente233 made their first contribution in #238
• @ruhai-lin made their first contribution in #245
• @laurentperrinet made their first contribution in #247
• @saiftyfirst made their first contribution in #243
• @DerrickL25 made their first contribution in #264
• @seanvenadas made their first contribution in #268
• @mercadoerik1031 made their first contribution in #272
• @gekkom made their first contribution in #271
• @stevenabreu7 made their first contribution in #246
• @george203 made their first contribution in #295
• @shatoparbabanerjee made their first contribution in #273
• @djlouie made their first contribution in #297

Full Changelog: v0.7.0...v0.8.0