wassname
If you can't possibly remember what something is called, what it is, what it does, or why it does it, it instantly becomes a 'wassname'
I'm just a guy who likes to machine learnPerth, Australia
Pinned Repositories
makehuman-js
A library to build 3D human characters in the browser
attentive-neural-processes
implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
keywordshitter2
A website to find long-tail keywords using search suggestions
open_pref_eval
Hackable, simple, llm evals on preference datasets
repr-preference-optimization
align inner states not actions for better generalization? [wip]
rl-portfolio-management
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
viz_torch_optim
Videos of deep learning optimizers moving on 3D problem-landscapes
world-models-sonic-pytorch
Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed
wassname's Repositories
wassname/world-models-sonic-pytorch
Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed
wassname/satellite_leak_detection
Detect water leaks from satellite images using machine learning
wassname/NALU-pytorch
An experiment with "Neural Arithmetic Logic Units". What if we used asinh instead of log?
wassname/retro-baselines
Applying the RUDDER paper (arxiv.org/abs/1806.07857) to Sonic.
wassname/LabelMeAnnotationTool
Source code for the LabelMe annotation tool.
wassname/tensorforce
TensorForce: A TensorFlow library for applied reinforcement learning
wassname/cardsforscience
cardsforscience.com a solitaire game where you work out the secret rule (inspired by Eleusis)
wassname/libcryptomarket
Powerful cryptocurrency market analysis toolkit
wassname/ME-milling-circuit
Milling circuit simulation model and simulation data
wassname/Mostly-Harmless
A reddit extension for Google Chrome
wassname/catalyst
An Algorithmic Trading Library for Crypto-Assets in Python
wassname/Chrome-Arxiv-Vanity
Chrome extension that adds "arxiv-vanity" link to the arxiv download options
wassname/conan-packages
repository for recipe packages for conan.io C++ Package Manager
wassname/cryptokitties_genetics
wassname/jupyter_contrib_nbextensions
A collection of various notebook extensions for Jupyter
wassname/kdnet.pytorch
implementation "Escape from Cells: Deep Kd-Networks for The Recognition of 3D Point Cloud Models" in pytorch
wassname/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
wassname/keras-contrib
Keras community contributions
wassname/keras-retinanet
Keras implementation of RetinaNet object detection.
wassname/mapping_mnist
What does the problem landscape for a machine learning problem look like? Let's map it
wassname/netfix
A chrome extension to add TMDB ratings to Netflix interface
wassname/PointCNN
PyTorch implementation of PointCNN model specified in the white paper located here: https://arxiv.org/pdf/1801.07791.pdf
wassname/Pointnet2_PyTorch
PyTorch implementation of https://github.com/charlesq34/pointnet2
wassname/PR-SSM
Python implementation of the PR-SSM.
wassname/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).
wassname/pytorch-for-numpy-users
PyTorch for Numpy users.
wassname/reimagined-wildbow-scraper
Scrapes wildbow's twig, pact and worm into epubs with some extra ease-of-use features
wassname/Run-Skeleton-Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
wassname/UCL-Deep-learning-ans-Reinforcement-learning
Deep learning ans Reinforcement learning lecture and course work
wassname/world-models-pytorch
My attempt to implement "World Models" by David Ha and Jurgen Schmidhuber