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100-days-of-ml-code

100 Days of ML Coding

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

awesome

Awesome collection of resources 😎🔥

awesome-game-ai

Awesome Game AI materials of Multi-Agent Reinforcement Learning

awesome-python-data-science

Probably the best curated list of data science software in Python.

awesome-topics

😎 Awesome lists about all kinds of interesting topics

best-of

🏆 Discover best-of lists with awesome open-source projects on all kinds of topics.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

catalyst

Accelerated deep learning R&D

coding-problems

Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures

copilot-docs

Documentation for GitHub Copilot

cython-tutorial

Tutorial on how to use Cython to optimize Python code.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

dlrm

An implementation of a deep learning recommendation model (DLRM)

envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

flutter-food-delivery-app

In this repo I have build an awesome Flutter food delivery app ui. This Flutter UI challenge is taken from the dribbble. The main beauty about this UI is their hero animation while moving towards the food detail page. This Flutter Food delivery app UI tutorial is beneficial for those who want to learn the advanced concept for building the flutter ui. Apart from these I have used the latest version of flutter i.e Flutter 2.0 to building this app.

google-10000-english

This repo contains a list of the 10,000 most common English words in order of frequency, as determined by n-gram frequency analysis of the Google's Trillion Word Corpus.

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

gym-miniworld

MiniWorld: Minimalistic 3D Environment for RL & Robotics Research

hiplot

HiPlot makes understanding high dimensional data easy

ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

mocktailsmixer

Make a DIY Robotic Mocktails Mixer Powered by the Google Assistant SDK

numpy-ml

Machine learning, in numpy

puppet

pyastar2d

A very simple A* implementation in C++ callable from Python for pathfinding on a two-dimensional grid.

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.