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David Bourgin (ddbourgin)

ddbourgin

Geek Repo

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Location:Brooklyn, NY

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David Bourgin's starred repositories

wtfpython

What the f*ck Python? 😱

Language:PythonLicense:WTFPLStargazers:35710Issues:735Issues:206

ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonLicense:Apache-2.0Stargazers:33474Issues:473Issues:18579

jax

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

Language:PythonLicense:Apache-2.0Stargazers:29956Issues:328Issues:5531

fastText

Library for fast text representation and classification.

Language:HTMLLicense:MITStargazers:25889Issues:846Issues:1077

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookLicense:MITStargazers:22691Issues:242Issues:2539

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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stylegan

StyleGAN - Official TensorFlow Implementation

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SDE-Interview-Questions

Most comprehensive list :clipboard: of tech interview questions :blue_book: of companies scraped from Geeksforgeeks, CareerCup and Glassdoor.

Language:JavaLicense:MITStargazers:7262Issues:169Issues:16

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Language:PythonLicense:NOASSERTIONStargazers:7234Issues:121Issues:651

autograd

Efficiently computes derivatives of NumPy code.

Language:PythonLicense:MITStargazers:6980Issues:211Issues:402

fselect

Find files with SQL-like queries

Language:RustLicense:Apache-2.0Stargazers:4001Issues:36Issues:117

gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

Language:PythonLicense:NOASSERTIONStargazers:3394Issues:74Issues:263

ddsp

DDSP: Differentiable Digital Signal Processing

Language:PythonLicense:Apache-2.0Stargazers:2883Issues:66Issues:174

big-sleep

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

Language:PythonLicense:MITStargazers:2566Issues:46Issues:87

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Language:PythonLicense:Apache-2.0Stargazers:2326Issues:126Issues:264

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

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bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:1808Issues:76Issues:18

homework

Assignments for CS294-112.

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omniglot

Omniglot data set for one-shot learning

Language:MATLABLicense:MITStargazers:1355Issues:46Issues:0

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

Language:PythonLicense:MITStargazers:1350Issues:27Issues:29

diff-zoo

Differentiation for Hackers

Language:JuliaLicense:MITStargazers:773Issues:19Issues:7

staticFormEmails

how to put forms which send emails onto static sites

Stargazers:375Issues:15Issues:9

word2vecpy

Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms

Language:PythonStargazers:324Issues:14Issues:8

pysrilm

An extremely simple Python wrapper for the SRI Language Modeling toolkit

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Deep-Expander-Networks

Implementation of our ECCV '18 paper " Deep Expander Networks: Efficient Deep Networks from Graph Theory".

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wslib

various language additions, GUI classes and moreMain features: SimpleMIDIFile, SVG, RoundButton, SmoothSlider, AutoBackup

Language:SuperColliderStargazers:15Issues:7Issues:13

DSGDpp

Implementations of various parallel algorithms for matrix factorization (including DSGD++)

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bnm

View recent highly-rated albums in the terminal

Language:PythonLicense:MITStargazers:11Issues:3Issues:0

LMZoo

Language Modeling Zoo

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funsplash

Easily scrape targeted and limitless unsplash images with no web drivers, scrolling, or nodejs unhandled pipe errors!

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