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1. RotatingFeatures RotatingFeatures Public

   Code for the paper: Rotating Features for Object Discovery

   Python 48 4

2. ComplexAutoEncoder ComplexAutoEncoder Public

   Code for the paper: Complex-Valued Autoencoders for Object Discovery

   Python 47 8

3. Greedy_InfoMax Greedy_InfoMax Public

   Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

   Python 284 36

4. AmortizedCausalDiscovery AmortizedCausalDiscovery Public

   Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data

   Python 201 42

5. Forward-Forward Forward-Forward Public

   Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm

   Python 130 28

6. Custom-ConvLayers-Pytorch Custom-ConvLayers-Pytorch Public

   A reimplementation of 2D Convolutional and Transposed Convolutional Layers in PyTorch, designed for easy modifications and analysis. Includes comprehensive explanations and testing.

   Python 17 1