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airsim

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

alibi

Algorithms for monitoring and explaining machine learning models

alphafold

Open source code for AlphaFold.

awesome-okr

A curated list about OKR (Objective - Key Results)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

causalinf_ex_elasticity

A full example for causal inference on real-world retail data, for elasticity estimation

clip

Contrastive Language-Image Pretraining

coursera-dl

Script for downloading Coursera.org videos and naming them.

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

deepfacelive

ecommerce-flask-python

ecommerce-flask-python

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

explainability-and-bias

featuretools

An open source python library for automated feature engineering

flasksaas

A great starting point to build your SaaS in Flask & Python, with Stripe subscription billing 🚀

fonts

Patched fonts for Powerline users.

freeml

A List of Data Science/Machine Learning Resources (Mostly Free)

hacker-laws

💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws

hackingneuralnetworks

A small course on exploiting and defending neural networks

halite

Kaggle Halite RL challenge - Provisional first place solution

haystack

:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!

lingvo

Lingvo

ludwig

Data-centric declarative deep learning framework

machine-learning-curriculum

:computer: Make machines learn so that you don't have to struggle to program them; The ultimate list

manifold

A model-agnostic visual debugging tool for machine learning

meme-vibing-cat

Vibing Cat meme generator

missing-semester

The Missing Semester of Your CS Education 📚

ml-explorer-drone

Unity Machine Learning Controlled Explorer Drone

mlflow

Open source platform for the machine learning lifecycle

nanomap_ros

NanoMap: Fast, Uncertainty-Aware Proximity Queries with Lazy Search of Local 3D Data