Takuma Wakamori's repositories
awesome-architecture-search
A curated list of awesome architecture search resources
awesome-time-series
list of papers, code, and other resources
BCQ
Author's PyTorch implementation of BCQ for continuous and discrete actions
django-rest-pandas
📊📈 Serves up Pandas dataframes via the Django REST Framework for use in client-side (i.e. d3.js) visualizations and offline analysis (e.g. Excel)
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
github-issue-forms-playground
Playground for GitHub's new feature: issues forms
gym
A toolkit for developing and comparing reinforcement learning algorithms.
imitation-learning
Imitation learning algorithms
jupyter_ml4se
Jupyter notebooks for sample scripts from 「ITエンジニアのための機械学習理論入門」
kddcup-starting-kit
The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.
lanyon-hugo
Port of poole/lanyon, to spf13/hugo
M5-methods
Data, Benchmarks, and methods submitted to the M5 forecasting competition
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
scikit-learn
scikit-learn: machine learning in Python
shap
A game theoretic approach to explain the output of any machine learning model.
state-spaces
Sequence Modeling with Structured State Spaces
statsmodels
Statsmodels: statistical modeling and econometrics in Python
tensorflow
An Open Source Machine Learning Framework for Everyone