Models of Mouse Vision: Self-supervised pre-trained networks and training code (PyTorch)

Repository for the main Dockerfile with the OpenWorm software stack and project-wide issues

A python package for simulating motion in continuous environments and spatial cell types (e.g. place cell).

A collection of learning resources for curious software engineers

Code for illustrations in Dale (submitted) introducing complex dynamical systems

A testbed for comparing the learning abilities of newborn animals and autonomous artificial agents.

Code and data for People construct simplified mental representations to plan

Network Analysis of Generalized Musical Spaces

Our analysis of all data from the first 4 mini-polymath conversations containing explanation indicators (and our analysis) and a random sample which does not contain an indicator word (and our anal…

Top2Vec learns jointly embedded topic, document and word vectors.

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Github site with code and data associated with the ASR paper on the Geometry of Culture

Improved Embedded Topic Models in Hyperbolic Space

Topic Modeling in Embedding Spaces

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to t…

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

A Python wrapper around the topic modeling functions of MALLET.

Unofficial pytorch implementation of Born-Again Neural Networks.

Fun plugin to play with the Gallina AST.

Analyze tree structure of Coq proof objects

Social media bot that posts personalized license plate applications the California DMV received

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Convert images of LaTex math equations into LaTex code.

An opinionated list of awesome Python frameworks, libraries, software and resources.

In which I put together my thoughts on the practice of data science.

Modern port of Melanie Mitchell's and Douglas Hofstadter's Copycat