rinuboney

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

PySimpleGUI

Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.

cadquery

A python parametric CAD scripting framework based on OCCT

CQ-editor

CadQuery GUI editor based on PyQT

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

PyRep

A toolkit for robot learning research.

RLBench

A large-scale benchmark and learning environment.

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

donkeycar

Open source hardware and software platform to build a small scale self driving car.

realant

RealAnt robot platform for low-cost, real-world reinforcement learning

present

A terminal-based presentation tool with colors and effects.

sdsandbox

This provides a sandbox simulator for training a self-driving car. This uses Unity for simulation and Python with Keras and Tensorflow for training. Recently updated to work on Python 3.4+ and Keras 2+

MuZeroJupyterExample

Baloo

Baloo is a display font available in ten Indian scripts along with Latin.

dreamer-pytorch

A pytorch implementation of Dreamer

replication-mbpo

NeurIPS Reproducibility Challenge 2019

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

TD3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

sac

Soft Actor-Critic

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

manim

Animation engine for explanatory math videos

gym

A toolkit for developing and comparing reinforcement learning algorithms.

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

balance-bot

OpenAI Gym environment for training a balancing bot

bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"