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advent_of_code_2017

Python solutions to the 2017 Advent of Code

advent_of_code_2018

C++ solutions for Advent of Code 2018

ai-blog

Accompanying repository for Let's make a DQN / A3C series.

allennlp_nbdev_test

Experimenting with putting AllenNLP and nbdev together

autograd_simpler

Code for blog posts on tracing functions to automatically build a computational graph

clustering_talk

Code, slides for a talk on clustering + dim reduction

constraint_enforcing_reward

Code for the paper "A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers"

d3_projects

A collection of projects done in D3.js

deepschool.io

Deep Learning tutorials in jupyter notebooks.

generative_multilingual_attack

Code for the paper "A Generative Adversarial Attack for Multilingual Text Classifiers"

hugo_test

testing repo for a simple hugo site

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

logistic-regression-implementation

An implementation of logistic regression in R, using the Newton-Raphson method.

ml_pipeline

Scalable ML pipeline using Docker, Tensorflow, Kubernetes and Argo

multi_armed_bandit

A D3.js implementation of the multi-armed bandit problem

neural_network_implementation

Implementing neural networks in Python using the simplest examples

noticeme

Notetaking app with React

openai_gym

Python implementations of algorithms using the OpenAI Gym environment

propertly

App that translates spoken queries to real estate property searches

react-timer

A mundane timer built with React

react_projects

react prototypes I'm building slowly

rl_exercises

Code exercises for Reinforcement Learning: An Introduction (Sutton & Barto, 2018)

simple_pytorch_cnn

Code for the blog post

sydney_train_stations

Showing how Sydney's train network was built over time

textattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

tinder

Inspiration from https://github.com/karlhadwen/tinder

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

wing

word_embeddings

Messing around with word embeddings

xvd

Code for the paper XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks