Codebase for Evaluating Attribution for Graph Neural Networks.

Research language for array processing in the Haskell/ML family

Analysis software for single-molecule fluorescence resonance energy transfer (smFRET) data.

Recognizing and exploiting conjugacy without a domain-specific language

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python wrapper for the ChemSpider API

Flood-Filling Networks for instance segmentation in 3d volumes.

A workflow for creating and editing publication ready scientific reports and presentations, from one or more Jupyter Notebooks, without leaving the browser!

Cancer metastasis detection with neural conditional random field (NCRF)

Implementation of Lightweight Modular Staging (LMS) in Python

Python 2 and 3 compatibility library

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

A fast and lightweight native programming language

NumPy implementation of Poincaré Embeddings for Learning Hierarchical Representations (Facebook Research)

Source-to-Source Debuggable Derivatives in Pure Python

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Lightweight python string templating annotations

Python library to manage checkpointing for adjoints

Sugar coating Julia's many ASTs

Port of PySonar2 from Java to Python

Approximate Type Inference for Python 3

IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

Autoencoder network for learning a continuous representation of molecular structures.

Code for the Torch in Action book

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

in progress

Light your way in Deep Learning with Torch 🔦

Detect text blocks and OCR poorly scanned PDFs in bulk. Python module available via pip.

Einstein summation notation in Julia