Jan Brabec (janbrab)

janbrab

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Company:@cisco

Location:Prague

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Jan Brabec's starred repositories

dspy

DSPy: The framework for programming—not prompting—foundation models

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fn.py

Functional programming in Python: implementation of missing features to enjoy FP

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nci_eval

Toolbox for evaluation of ML models under non-constant class-imbalance.

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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 ;)

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supervenn

supervenn: precise and easy-to-read multiple sets visualization in Python

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vcmi

Open-source engine for Heroes of Might and Magic III

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dvc

🦉 ML Experiments and Data Management with Git

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functional-programming-jargon

Jargon from the functional programming world in simple terms!

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stat_rethinking_2022

Statistical Rethinking course winter 2022

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slides

Terminal based presentation tool

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openml-python

Python module to interface with OpenML

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d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

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ohmyzsh

🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

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public-apis

A collective list of free APIs

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AVE_MARIA_CK3

AVE MARIA mod for Crusader Kings 3 (CK3)

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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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nasi-politici

Největší otevřená databáze českých politiků a političek. Zjistěte si, kdo vám vládne.

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awesome-earth

"What can I do about the climate crisis?" Here are 326 things you can do.

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investigations

Indicators from Amnesty International's investigations

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great_expectations

Always know what to expect from your data.

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skorch

A scikit-learn compatible neural network library that wraps PyTorch

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flashtext

Extract Keywords from sentence or Replace keywords in sentences.

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applied-ml

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

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PyWordSegment

Concatenated-word segmentation Python library written in Rust

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hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

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doccano

Open source annotation tool for machine learning practitioners.

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oraf

Optimized RAndom Forests

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mlflow

Open source platform for the machine learning lifecycle

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jupyter_contrib_nbextensions

A collection of various notebook extensions for Jupyter

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Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

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