wkvong

wkvong's Stars

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  30.8k2.6k01.7k

• CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

  aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

  Language:Jupyter Notebook26.9k1.4k2457.9k

• wesm/pydata-book

  Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

  Language:Jupyter Notebook22.4k1.5k12315.3k

• ShangtongZhang/reinforcement-learning-an-introduction

  Python Implementation of Reinforcement Learning: An Introduction

  Language:Python13.7k555994.8k

• mlfoundations/open_clip

  An open source implementation of CLIP.

  Language:Python10.7k815051k

• pyro-ppl/pyro

  Deep universal probabilistic programming with Python and PyTorch

  Language:Python8.6k2001.1k985

• AntixK/PyTorch-VAE

  A Collection of Variational Autoencoders (VAE) in PyTorch.

  Language:Python6.8k43881.1k

• stan-dev/stan

  Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

  Language:C++2.6k1221.7k371

• google-deepmind/dnc

  A TensorFlow implementation of the Differentiable Neural Computer.

  Language:Python2.5k16537443

• andymatuschak/orbit

  Experimental spaced repetition platform for exploring ideas in memory augmentation and programmable attention

  Language:TypeScript1.7k3222954

• probcomp/BayesDB

  A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. New implementation in http://github.com/probcomp/bayeslite

  892901952

• andymatuschak/note-link-janitor

  Maintains backlink structure among interlinked Markdown notes

  Language:TypeScript8292513103

• jackroos/VL-BERT

  Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

  Language:Jupyter Notebook7411483109

• probmods/webppl

  Probabilistic programming for the web

  Language:JavaScript6225150485

• uwescience/shablona

  A template for small scientific python projects

  Language:Jupyter Notebook6082634145

• ellisk42/ec

  Language:Slash4952231140

• stripe/rainier

  Bayesian inference in Scala.

  Language:Scala4333411244

• tdhopper/notes-on-dirichlet-processes

  :game_die: Notes explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation

  Language:Jupyter Notebook414360107

• danluu/UFLDL-tutorial

  Deep Learning and Unsupervised Feature Learning Tutorial Solutions

  Language:Jupyter Notebook393531188

• probcomp/crosscat

  A domain-general, Bayesian method for analyzing high-dimensional data tables

  Language:Python322495842

• NYUCCL/psiTurk

  An open platform for science on Amazon Mechanical Turk.

  Language:Python27831354141

• jamesrobertlloyd/gp-structure-search

  Language:TeX231205084

• karpathy/nipspreview

  Scripts that generate .html to more easily see NIPS papers

  Language:Python15115265

• mnielsen/rmnist

  Some examples trained on very reduced versions of the MNIST training set

  Language:Python465014

• berkeley-cocosci/Wallace

  See https://github.com/Dallinger/Dallinger/ for the latest.

  Language:Python36103475

• piantado/LOTlib

  Lanugage of Thought (LOT) models in Python.

  Language:Jupyter Notebook3416819

• wkvong/multimodal-baby

  Language:Python30305

• facebookresearch/productive_concept_learning

  Code for the benchmark containing dataset, models and metrics for productive concept learning -- a kind of compositional reasoning task that requires reasoning about uncertainty and learning compositionally rich and challenging concepts in a low-shot, meta-learning framework.

  Language:Jupyter Notebook16621

• johnmcdonnell/Rational-Models-of-Categorization

  Implements Anderson (1991)'s rational model and a few of its successors.

  Language:Python112011

• alexatartaglini/alcove

  PyTorch implementation of ALCOVE

  Language:Python20