Tom Roth's repositories
autograd_simpler
Code for blog posts on tracing functions to automatically build a computational graph
multi_armed_bandit
A D3.js implementation of the multi-armed bandit problem
simple_pytorch_cnn
Code for the blog post
clustering_talk
Code, slides for a talk on clustering + dim reduction
sydney_train_stations
Showing how Sydney's train network was built over time
advent_of_code_2017
Python solutions to the 2017 Advent of Code
advent_of_code_2018
C++ solutions for Advent of Code 2018
allennlp_nbdev_test
Experimenting with putting AllenNLP and nbdev together
d3_projects
A collection of projects done in D3.js
deepschool.io
Deep Learning tutorials in jupyter notebooks.
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
neural_network_implementation
Implementing neural networks in Python using the simplest examples
openai_gym
Python implementations of algorithms using the OpenAI Gym environment
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)
TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
word_embeddings
Messing around with word embeddings