Pinned Repositories
keras-attention
Visualizing RNNs using the attention mechanism
policy-learning-landscape
Explore the optimization landscape for direct policy learning reinforcement learning.
embedKB
Repository to benchmark vector representations of knowledge bases (Knowledge Base Embeddings)
emdp
Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations
generative
Repository to explore Generative Models
learning-angular
A repo containing all code used to learn AngularJS, Scroll down to README for the tutorial.
minerva-bot
Your personal assistant for everything McGill.
paper-notes
notes from machine learning, reinforcement learning and other papers
policy-gradient-methods
Modular PyTorch implementation of policy gradient methods
sentiment.datalogue
Sentiment analysis challenge for Datalogue recruiting
zafarali's Repositories
zafarali/learning-angular
A repo containing all code used to learn AngularJS, Scroll down to README for the tutorial.
zafarali/emdp
Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations
zafarali/minerva-bot
Your personal assistant for everything McGill.
zafarali/policy-gradient-methods
Modular PyTorch implementation of policy gradient methods
zafarali/sentiment.datalogue
Sentiment analysis challenge for Datalogue recruiting
zafarali/paper-notes
notes from machine learning, reinforcement learning and other papers
zafarali/generative
Repository to explore Generative Models
zafarali/explore-intelligence
Repository for all code and notes used to learn data analysis, visualisation, machine learning, artificial intelligence and probability and statistics
zafarali/disease-network-model
A Model To Simulate Diseases on a Network Structure
zafarali/embedKB
Repository to benchmark vector representations of knowledge bases (Knowledge Base Embeddings)
zafarali/gym
A toolkit for developing and comparing reinforcement learning algorithms.
zafarali/keras
Deep Learning library for Python. Runs on TensorFlow, Theano or CNTK.
zafarali/urbanistview
zafarali/zafarali.github.io
Website
zafarali/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
zafarali/better-sampling
investigating sampling
zafarali/compare_impute
Pipeline for comparing multiple imputation methods using a truth versus test set
zafarali/deep-subsets
Learning deep functions on sets for set2subset transformations
zafarali/dl_ling_papers
Some summaries of papers in the confluence of Deep Learning and Linguistics / NLP
zafarali/dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
zafarali/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
zafarali/konstable
Visualize loss functions for multiple keras models
zafarali/mjrl
Reinforcement learning algorithms for MuJoCo tasks
zafarali/mlresearchkit
Tools to speed up research in machine learning
zafarali/neural-combinatorial-rl-pytorch
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
zafarali/pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
zafarali/redirectify
Browser extension to redirect pages based on rules. Intended to stop the browser following links straight to the PDF of a paper, but instead to go first to the HTML index page for the paper.
zafarali/test-tube
Python library to easily log experiments and parallelize hyperparameter search for neural networks
zafarali/tumorheterogeneity
A more powerful analysis of tumor heterogeneity
zafarali/v97
Proceedings of ICML 2019