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alexhraber/tensors-to-consciousness

Explore the Mathematical Foundations of AI/ML: From Tensors to Consciousness

Why it is useful

tensors-to-consciousness is a recent open-source project in Education. It is included because it has recent repository activity and can support mathematical learning, research, modelling, software development, or AI workflows.

Repository at a glance

  • Owner: alexhraber
  • Primary language: Python
  • Latest update: 2026-09-05
  • Stars / forks: 16 / 3
  • License: NOASSERTION
  • Links: No separate project site was listed.

Good starting points

  1. Read the project README and installation instructions.
  2. Try the smallest example before changing parameters or datasets.
  3. Check tests, issues, and release notes before relying on results in teaching or research.
  4. Cite the repository and its license when reusing code or figures.

README snapshot

div align="center" img src="assets/banner.svg" alt="tensors-to-consciousness banner" width="100%" p a href="https://pypi.org/project/mlx/"img alt="MLX version" src="https://img.shields.io/pypi/v/mlx?label=MLX&logo=apple&logoColor=white&color=111111"/a a href="https://pypi.org/project/jax/"img alt="JAX version" src="https://img.shields.io/pypi/v/jax?label=JAX&color=FE5F00"/a a href="https://pypi.org/project/torch/"img alt="PyTorch version" src="https://img.shields.io/pypi/v/torch?label=PyTorch&logo=pytorch&logoColor=white&color=EE4C2C"/a a href="https://pypi.org/project/numpy/"img alt="NumPy version" src="https://img.shields.io/pypi/v/numpy?la