patrickmineault / ml-theory-reading-list

Related projects ⓘ

Alternatives and complementary repositories for ml-theory-reading-list

• SainsburyWellcomeCentre / NeuralPlayground
  The standardised environment for the hippocampus and entorhinal cortex models
  ☆63Updated this week
• geometric-intelligence / neurometry
  Quantify geometric intelligence in natural and artificial brains.
  ☆48Updated 2 months ago
• ahwillia / netrep
  Some methods for comparing network representations in deep learning and neuroscience.
  ☆125Updated 3 months ago
• 8erberg / NeuroAI_Trainee_Resources
  ☆50Updated 3 weeks ago
• akandykeller / NeuralWaveMachines
  Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …
  ☆69Updated last year
• lindermanlab / hackathons
  Jupyter notebooks from our weekly (or so) hackathons
  ☆11Updated 2 years ago
• davindicode / cosyne-2023-generative-models
  Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.
  ☆39Updated last year
• sophiaas / bispectral-networks
  Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023
  ☆21Updated last year
• lindermanlab / ssm-jax
  Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
  ☆57Updated 5 months ago
• patrickmineault / big-neuro-ideas
  An ongoing journal club for the study of big ideas in neuro
  ☆31Updated last year
• adalmia96 / umap-mnn
  ☆23Updated 2 years ago
• mlhcmit / edx-materials
  Contains public materials for students enrolled in MITx: 6.871x, Machine Learning for Healthcare
  ☆20Updated 3 years ago
• acerbilab / pyvbmc
  PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python
  ☆115Updated 3 weeks ago
• aradha / deep_neural_feature_ansatz
  Code for verifying deep neural feature ansatz
  ☆15Updated last year
• jbakermans / ManifoldTutorial
  Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)
  ☆21Updated 3 years ago
• FieteLab / NeurIPS-2022-No-Free-Lunch
  Code for NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit
  ☆13Updated 2 years ago
• kuffmode / msa
  Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).
  ☆17Updated 5 months ago
• patrickmineault / research_code
  Writing good research code
  ☆110Updated 2 years ago
• jgraving / selfsne
  Self-Supervised Noise Embeddings (Self-SNE)
  ☆158Updated 3 weeks ago
• sompolinsky-lab / dnn-object-manifolds
  ☆46Updated 3 years ago
• AllenInstitute / openai_tools
  Growing collection of scripts to summarize the scientific literature using large-language models like ChatGPT.
  ☆112Updated last year
• probabilisticai / probai-2023
  Materials of the Nordic Probabilistic AI School 2023.
  ☆86Updated last year
• mackelab / neural_timeseries_diffusion
  This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…
  ☆65Updated 2 months ago
• pierreglaser / jupyter-slurm-setup-instructions
  ☆19Updated 6 months ago
• UniReps / UniReps-resources
  ☆16Updated 11 months ago
• omarfsosa / tech-talk-hierarchical-models
  ☆37Updated 2 years ago
• ExpectationMax / sklearn-jax-kernels
  Composable kernels for scikit-learn implemented in JAX.
  ☆42Updated 4 years ago
• slinderman / stats320
  STATS320: Statistical Methods for Neural Data Analysis
  ☆191Updated last year
• normal-computing / posteriors
  Uncertainty quantification with PyTorch
  ☆329Updated 2 weeks ago
• titipata / paper-reviewer-matcher
  Linear programming solver for paper-reviewer matching and mind-matching
  ☆83Updated 2 years ago