janowicz

janowicz's Stars

• google/jax

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

  Language:Python30k3285.5k2.7k

• kubeflow/kubeflow

  Machine Learning Toolkit for Kubernetes

  Language:TypeScript14.5k3623.8k2.4k

• fission/fission

  Fast and Simple Serverless Functions for Kubernetes

  Language:Go8.5k1511.1k792

• HIPS/autograd

  Efficiently computes derivatives of NumPy code.

  Language:Python7.1k212407916

• tensorflow/swift

  Swift for TensorFlow

  Language:Jupyter Notebook6.1k258254609

• blei-lab/edward

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

  Language:Jupyter Notebook4.8k272514758

• tensorflow/probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  Language:Jupyter Notebook4.3k1571.4k1.1k

• gordicaleksa/pytorch-GAT

  My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

  Language:Jupyter Notebook2.5k4714333

• google-deepmind/rlax

  Language:Python1.3k342689

• openai/kubernetes-ec2-autoscaler

  A batch-optimized scaling manager for Kubernetes

  Language:Python8662130159

• AllenDowney/ModSimPy

  Text and supporting code for Modeling and Simulation in Python

  Language:HTML84453451.8k

• UDST/urbansim

  Platform for building statistical models of cities and regions

  Language:Python4847958133

• pyprob/pyprob

  A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch

  Language:Python392353455

• ericmjl/essays-on-data-science

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

  Language:Dockerfile29110636

• numeristical/introspective

  Repo for the ML_Insights python package

  Language:Jupyter Notebook149143466

• smearle/gym-city

  An interface with micropolis for city-building agents, packaged as an OpenAI gym environment

  Language:C1449918

• UDST/osmnet

  Tools for the extraction of OpenStreetMap street network data

  Language:Python59171018

• wiseio/datascience-docker

  Docker images for data science from Wise.io

  Language:Shell508018

• ermongroup/Crop_Yield_Prediction

  Language:Python238115

• oaklandanalytics/pyforma

  Real estate pro formas in Python

  Language:Python18913

• SEMCOG/semcog_urbansim

  Language:Jupyter Notebook85306