J's's repositories

alphalens

Performance analysis of predictive (alpha) stock factors

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Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

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awesome-data-leadership

A curated list of awesome posts, videos, and articles on leading a data team (small and large)

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awesome-supercollider

๐Ÿ’ป๐ŸŽน๐ŸŽ›๐Ÿ”Š A community curated list of SuperCollider stuff

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clustergram

Clustergram - Visualization and diagnostics for cluster analysis in Python

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dtreeviz

A python library for decision tree visualization and model interpretation.

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fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

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federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

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github-slideshow

A robot powered training repository :robot:

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hal9ai

Web-First Composable Data Pipelines

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JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

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KB-ALBERT

KB๊ตญ๋ฏผ์€ํ–‰์—์„œ ์ œ๊ณตํ•˜๋Š” ๊ฒฝ์ œ/๊ธˆ์œต ๋„๋ฉ”์ธ์— ํŠนํ™”๋œ ํ•œ๊ตญ์–ด ALBERT ๋ชจ๋ธ

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knowledge_gpt

Accurate answers and instant citations for your documents.

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or-tools

Google's Operations Research tools:

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orion-search.org

Front-end / Visualizations

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OSAS

One Stop Anomaly Shop: Anomaly detection using two-phase approach: (a) pre-labeling using statistics, Natural Language Processing and static rules; (b) anomaly scoring using supervised and unsupervised machine learning.

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pix-plot

A WebGL viewer for UMAP or TSNE-clustered images

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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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pyfolio

Portfolio and risk analytics in Python

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PySyft

A library for answering questions using data you cannot see

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shap

A game theoretic approach to explain the output of any machine learning model.

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stable-diffusion-tensorflow

TensorFlow/Keras port of Stable Diffusion

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teslamate

A self-hosted data logger for your Tesla ๐Ÿš˜

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TuringTrader

The Open-Source Backtesting Engine/ Market Simulator by Bertram Solutions.

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zipline

Zipline, a Pythonic Algorithmic Trading Library

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