rizar

attention-lvcsr

End-to-End Attention-Based Large Vocabulary Speech Recognition

actor-critic-public

The source code for "An Actor Critic Algorithm for Structured Prediction"

systematic-generalization-sqoop

Code for "Systematic Generalization: What Is Required and Can It Be Learned"

CLOSURE

Systematic generalization test for CLEVR

baby-ai-game

Prototype of a game where a reinforcement learning agent is trained through natural language instructions

NMT

kaldi-python

Python wrappers for Kaldi data

blocks-benchmarks

Speed benchmarks for blocks

adadelta

Investigating AdaDelta

blocks

blocks-examples

Examples and scripts using Blocks

blocks-extras

A collection of extensions to the Blocks framework

config

My config files

EdgeTransformer

film

FiLM: Visual Reasoning with a General Conditioning Layer

fuel

A data pipeline framework for machine learning

gym-minigrid

Minimalistic gridworld environment for OpenAI Gym

ift6266h16

My course work for IFT6266h16

kaldi

This is now the official location of the Kaldi project.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

ml-agents

Unity Machine Learning Agents

picklable_itertools

itertools. But picklable.

platoon

Multi-GPU mini-framework for Theano

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

pytorch-a2c-ppo

A recurrent, multi-process and readable PyTorch implementation of the deep reinforcement algorithms A2C and PPO

rizar.github.io

My academic website

Theano

Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python

three-file-tic-tac-toe

A simplified starting template for the tic-tac-toe example from the react tutorial

tle-mnist

Task Loss Estimation for MNIST-Derived Toy Problems

trl

Train transformer language models with reinforcement learning.