sinzlab / nnfabrik
A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.
☆17Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for nnfabrik
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago
- Fractional ridge regression☆46Updated 2 years ago
- PyTorch-based library for various kinds of representational-similarity analysis☆22Updated 5 months ago
- Github repository for Neuroscience and Deep Learning reading group at the Montreal Neurological Institute☆17Updated 5 years ago
- ☆27Updated 5 years ago
- Task-driven models of the dorsal visual stream☆18Updated 2 years ago
- ☆24Updated last year
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Visualize/test models for visual representation by synthesizing images.☆61Updated this week
- Dynamical Components Analysis☆30Updated last year
- Machine Learning Utils of Sinzlab☆27Updated 4 months ago
- CNN Neural System Identification Model☆30Updated 6 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆28Updated last year
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- Code for "V1T: Large-scale mouse V1 response prediction using a Vision Transformer"☆20Updated 4 months ago
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 6 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆48Updated 5 years ago
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆72Updated 4 years ago
- ☆71Updated last week
- Recurrent convolutional neural networks for object recognition☆17Updated 4 years ago
- Python package for analyzing behavioral data for Brain Observatory: Visual Behavior☆22Updated this week
- ☆23Updated 4 years ago
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- An adapted version of the Metamer Foveation Transform code from Deza et al. ICLR 2019☆14Updated 3 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆12Updated 2 years ago
- Neural Optimal Feedback Control☆11Updated 2 years ago
- Tikhonov regression in python☆28Updated last year
- Code for Cadena, S. A, et al. (2019). Deep convolutional models improve predictions of macaque V1 responses to natural images. Plos Compu…☆15Updated 5 years ago